# HG changeset patch # User Neil Dizon # Date 1713967318 -10800 # Node ID cbedcfcc055798e465f4241397da3573800d4c10 # Parent dec72b794b08ad2e7c802bd182b1ec22788fefe2 removed img folder diff -r dec72b794b08 -r cbedcfcc0557 img/.DS_Store Binary file img/.DS_Store has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_dualscaling_10_10000_9000.txt --- a/img/brainphantom256x256_pdps_known_dualscaling_10_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 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0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.1, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/brainphantom256x256_pdps_known_dualscaling_10_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 7.291993824765086e-6 559998.953614435 -0.02636674332749045 0.0041734697881560985 -2 0.028488707990618423 476684.2614162629 0.472776685077411 0.007393190719904383 -3 0.04260420799255371 445201.0668526283 0.8540211734194507 0.010071288856104837 -4 0.07170529098948464 399164.7156773093 1.1816343381859216 0.012069717808264213 -5 0.08577174998936243 362075.92599906976 1.4924054250201109 0.014046724314610785 -6 0.114293666993035 322731.28062713816 1.775842037312815 0.015100394823069997 -7 0.12821533397072926 283627.39264009707 2.0835159093802877 0.015968523150916077 -8 0.15672383399214596 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file img/brainphantom256x256_pdps_known_dualscaling_10_10000_9000_reco_frame500.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_dualscaling_10_10000_9000_reco_frame800.png Binary file img/brainphantom256x256_pdps_known_dualscaling_10_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_dualscaling_15_10000_9000.txt --- a/img/brainphantom256x256_pdps_known_dualscaling_15_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 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1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.15, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/brainphantom256x256_pdps_known_dualscaling_15_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 8.625007467344403e-6 561764.4291806474 -0.02636674332749045 0.0041734697881560985 -2 0.02840716700302437 477750.0871983116 0.4727944903244874 0.007393534638103009 -3 0.04356154199922457 445911.2963937415 0.8540761861508194 0.010072131606553826 -4 0.07201504200929776 399705.91422077495 1.1817166219636182 0.01207129706203814 -5 0.0864079590246547 362507.87416993175 1.4924757006186684 0.014049008034708325 -6 0.11467904201708734 323146.952461721 1.7760151729737184 0.015108191661339605 -7 0.12865683404379524 283981.67516653036 2.0837512221407133 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cbedcfcc0557 img/brainphantom256x256_pdps_known_dualscaling_15_10000_9000_reco_frame500.png Binary file img/brainphantom256x256_pdps_known_dualscaling_15_10000_9000_reco_frame500.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_dualscaling_15_10000_9000_reco_frame800.png Binary file img/brainphantom256x256_pdps_known_dualscaling_15_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_dualscaling_20_10000_9000.txt --- a/img/brainphantom256x256_pdps_known_dualscaling_20_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, 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1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.2, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/brainphantom256x256_pdps_known_dualscaling_20_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 7.458991603925824e-6 563529.9047468598 -0.02636674332749045 0.0041734697881560985 -2 0.029424667009152472 478815.8877180156 0.4728121726799157 0.007393873939648631 -3 0.04358695898554288 446621.01861306693 0.8541320904970705 0.010072996745564798 -4 0.07331191797857173 400246.5976206233 1.1818011527566534 0.012073039664698679 -5 0.08814312596223317 362939.42699044186 1.4925472412903251 0.014051465408188281 -6 0.1169954169599805 323561.56825124007 1.7761864497222082 0.015115982742480386 -7 0.13146695794421248 284334.7445670818 2.083984724712945 0.015995479575748504 -8 0.1617940409341827 246317.43252711956 2.3984532997457633 0.01775300802462601 -9 0.17621249894727953 205541.18394848844 2.7254194078883742 0.01987000906395938 -10 0.2056500819453504 166760.72379936458 3.047659401876086 0.021490143444487752 -11 0.22073262394405901 129647.68974389756 3.38483165103416 0.02336657830950552 -12 0.25023349895491265 92628.68937525783 3.7181241614148997 0.026179082006162938 -13 0.2646568319760263 56425.64864111258 4.061515258347494 0.028993688389069808 -14 0.2947926649649162 20836.433660134353 4.40732646249738 0.03510883949506924 -15 0.3092432899575215 -10447.174209328285 4.747618196325444 0.03589697170627342 -16 0.338872456952231 -42515.32141731963 5.101149517948931 0.04386117251882236 -17 0.3533309979538899 -63119.92731434457 5.418751879823237 0.038486425229260726 -18 0.38261895696632564 -105541.5590402533 5.816154608941648 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800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 3540, 3524, 1356, 3762, 1466, 3711, 1036, 3549, 1171, 1739, 1625, 1669, 1058, 1814, 3963, 1102, 1388, 1905, 3765, 3943, 1570, 3651, 1745, 1574, 1864, 1117, 1859, 1338, 1636, 3915, 1861, 3754, 3570, 1896, 3510, 1075, 1342, 3557, 1725, 1873, 1526, 1769, 1185, 1928, 3937, 1922, 1939, 1504, 1052, 1374, 1807, 1724, 3587, 1245, 3791, 3652, 3628, 1138, 1095, 1604, 1848, 1155, 1111, 1916, 1906, 1251, 3938, 1341, 1753, 1278, 1221, 1621, 3731, 1497, 1819, 1845, 3728, 3809, 3677, 3617, 1521, 3713, 1539, 1670, 3803, 1672, 1808, 1661, 3729, 1056, 1610, 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- - - \ No newline at end of file diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_greedy_10_10000_9000.txt --- a/img/brainphantom256x256_pdps_known_greedy_10_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 3540, 3524, 1356, 3762, 1466, 3711, 1036, 3549, 1171, 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img/brainphantom256x256_pdps_known_greedy_10_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_greedy_15_10000_9000.txt --- a/img/brainphantom256x256_pdps_known_greedy_15_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 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1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/brainphantom256x256_pdps_known_greedy_15_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 8.875009370967746e-6 561764.4291806474 -0.02636674332749045 0.0041734697881560985 -2 0.028772582998499274 477787.90502537775 0.474881350145489 0.007446706784916812 -3 0.043068708007922396 445796.5139604893 0.8563392045892859 0.010140014244119741 -4 0.07137016599881463 399630.28648164694 1.1839687719052918 0.012169042560036428 -5 0.08544658299069852 362352.9295885187 1.4946921806668705 0.014176765028011653 -6 0.11379362500156276 322983.2978668837 1.7785798513742865 0.015259610391056472 -7 0.1279981670086272 283874.7378333874 2.086210696939494 0.01614214576207136 -8 0.15658200002508238 245909.9330664781 2.4007337208906057 0.017924087250776433 -9 0.17085262504406273 205186.36580690258 2.727860624352012 0.02006209687919481 -10 0.19961779104778543 166438.22057161957 3.0502438476329297 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1741, 3503, 1773, 1929, 3586, 1978, 1412, 1699, 3865, 3714, 1658, 3554, 1098, 1517, 1760, 1096, 1949, 1708, 3950, 1491, 3951, 1277, 1858, 1509, 1456, 1030, 1346, 1179, 1572, 1817, 3993, 1780, 1210, 3674, 1648, 1801, 1964, 3782, 3814, 1392, 3804, 1809, 3944, 3581, 3749, 3776, 3598, 3671, 3935, 1826, 3755, 3989, 1955, 1410, 3939, 3853, 1439, 1628, 1288, 3974, 3738, 1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 1065, 1451, 1774, 1375, 1549, 1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.2, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/brainphantom256x256_pdps_known_greedy_20_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 7.875001756474376e-6 563529.9047468598 -0.02636674332749045 0.0041734697881560985 -2 0.029420332983136177 478856.52972927096 0.47553123008044235 0.00746334511562588 -3 0.04398308298550546 446456.1698713447 0.857056633466054 0.010156750840240049 -4 0.07343649998074397 400134.653898339 1.1847149335411644 0.01219941698346098 -5 0.08804262499324977 362724.0506312396 1.4954225614096608 0.014213209434067682 -6 0.11763291698298417 323332.6916715397 1.779512102114193 0.015304028879733264 -7 0.13228591700317338 284181.4019033931 2.0871919419532015 0.016199236739971548 -8 0.16205141702084802 246173.9081278084 2.40171053917672 0.017985536022351516 -9 0.17692675100988708 205422.03273018854 2.7288557061029284 0.020129350372848416 -10 0.20649912601220421 166664.75403478963 3.051355171452679 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img/brainphantom256x256_pdps_known_greedy_20_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_greedy_25_10000_9000.txt --- a/img/brainphantom256x256_pdps_known_greedy_25_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 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3945, 3575, 1688, 1803, 3958, 1790, 3810, 1154, 1292, 3603, 3785, 3967, 1992, 1800, 3694, 1382, 1308, 3949, 3994, 1275, 1674, 3869, 1940, 1369, 3673, 1691, 1518, 3889, 1071, 1897, 1985, 1603, 1967, 1024, 3887, 1867, 3739, 1446, 1841, 1427, 3768, 3577, 1317, 3808, 3619, 1974, 1798, 3891, 1815, 3546, 1959, 1746, 1443, 3822, 1915, 3733, 1128, 1454, 3947, 1329, 1227, 3879, 1554, 3679, 1828, 1376, 3795, 3520, 3953, 3612, 1717, 3848, 1563, 1536, 1447, 3800, 1868, 1160, 1989, 3771, 3898, 1990, 1556, 1683, 1880, 3893, 1273, 1605, 1749, 1492, 1936, 1738, 1573, 1606, 1219, 1709, 1589, 1713, 1339, 3636, 1239, 1677, 1459, 1731, 1968, 1977, 1118, 3924, 1020, 1910, 1390, 1100, 3904, 3758, 1106, 1419, 1307, 3682, 1161, 1385, 3849, 3976, 1820, 3688, 3746, 1126, 1530, 3605, 3551, 1500, 1444, 1689, 3559, 1195, 1229, 3663, 1522, 1432, 1453, 1099, 3789, 3542, 1602, 3975, 3841, 1655, 1083, 3512, 1947, 1592, 3878, 1733, 1835, 3564, 3685, 3997, 1489, 3529, 1136, 1062, 3907, 1289, 1069, 3615, 1611, 1904, 1741, 3503, 1773, 1929, 3586, 1978, 1412, 1699, 3865, 3714, 1658, 3554, 1098, 1517, 1760, 1096, 1949, 1708, 3950, 1491, 3951, 1277, 1858, 1509, 1456, 1030, 1346, 1179, 1572, 1817, 3993, 1780, 1210, 3674, 1648, 1801, 1964, 3782, 3814, 1392, 3804, 1809, 3944, 3581, 3749, 3776, 3598, 3671, 3935, 1826, 3755, 3989, 1955, 1410, 3939, 3853, 1439, 1628, 1288, 3974, 3738, 1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 1065, 1451, 1774, 1375, 1549, 1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.25, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/brainphantom256x256_pdps_known_greedy_25_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 8.66700429469347e-6 565295.3803130721 -0.02636674332749045 0.0041734697881560985 -2 0.029332792008062825 479921.54080657416 0.4761492260032401 0.0074792445280011735 -3 0.04383837501518428 447109.19866494264 0.8577371259580486 0.010175773307050273 -4 0.07330475002527237 400637.2724018151 1.1854319074316122 0.01223300273415025 -5 0.08790545904776081 363092.9419327402 1.4961215195798494 0.0142510406670114 -6 0.11724133405368775 323679.3869972869 1.780405603885882 0.015352921908327424 -7 0.13180250106961466 284485.207058332 2.0881400355961386 0.016256647335201678 -8 0.16135608506738208 246437.93592561313 2.40264411727485 0.018038035379682578 -9 0.17585341905942187 205659.38235754718 2.7298010456504507 0.020193925775838808 -10 0.2051831690769177 166891.6113916241 3.052414602008005 0.02184028088352601 -11 0.22046175209106877 129742.16039128213 3.3898798021773584 0.02365410285945125 -12 0.24980583507567644 92728.24827427015 3.7234227993660625 0.026547012522038577 -13 0.2643006690777838 56516.28116823599 4.067152117713482 0.02946616796616925 -14 0.2942474610754289 20931.65778776852 4.413242505956615 0.03573522912163139 -15 0.3087362110672984 -10383.973398178128 4.753642210371263 0.036601987198590986 -16 0.33844741905340925 -42465.09502158791 5.10744561618832 0.044542138924201884 -17 0.35312558605801314 -63039.291822620784 5.425435584832197 0.03919152961087554 -18 0.38293917005648836 -105548.88670880771 5.823059059708996 0.07108023628875716 -19 0.3976375870697666 -135976.88697023288 6.1905522810675295 0.09059716565567277 -20 0.4272722950554453 -165147.8627300267 6.559208016852772 0.1174566648104348 -30 0.6492460450390354 -350385.2181843441 10.266073182267693 0.4529231186967992 -40 0.8704782120184973 -421248.4915874634 13.769667990472044 0.5372414748899466 -50 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img/brainphantom256x256_pdps_known_greedy_25_10000_9000_reco_frame3500.png Binary file img/brainphantom256x256_pdps_known_greedy_25_10000_9000_reco_frame3500.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_greedy_25_10000_9000_reco_frame3800.png Binary file img/brainphantom256x256_pdps_known_greedy_25_10000_9000_reco_frame3800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_greedy_25_10000_9000_reco_frame4000.png Binary file img/brainphantom256x256_pdps_known_greedy_25_10000_9000_reco_frame4000.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_greedy_25_10000_9000_reco_frame500.png Binary file img/brainphantom256x256_pdps_known_greedy_25_10000_9000_reco_frame500.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_greedy_25_10000_9000_reco_frame800.png Binary file img/brainphantom256x256_pdps_known_greedy_25_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_noprediction_10_10000_9000.txt --- a/img/brainphantom256x256_pdps_known_noprediction_10_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 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256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/brainphantom256x256_pdps_known_noprediction_10_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 1.1541007552295923e-5 559998.953614435 -0.02636674332749045 0.0041734697881560985 -2 0.027616000006673858 518827.4002462839 0.21134075804147523 0.004007742442506268 -3 0.04052224999759346 478344.37803729513 0.46481118371101016 0.004565156635909654 -4 0.06784933299059048 437093.5869218883 0.7172052241062268 0.004234833051352896 -5 0.0807628329785075 396581.55224154855 0.9539738628125238 0.0033060920320736728 -6 0.10808262496721 357304.65240824426 1.209477022781996 0.0032459833777980698 -7 0.12097441696096212 318426.61552151403 1.472775520741332 0.00344289902838102 -8 0.14825320895761251 279757.2212360662 1.7366746639635946 0.0023694699394545644 -9 0.16119641697150655 241152.21735651308 2.015609433256051 0.003485280542441272 -10 0.18932958296500146 202764.75517704414 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-r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_noprediction_10_10000_9000_reco_frame800.png Binary file img/brainphantom256x256_pdps_known_noprediction_10_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_noprediction_15_10000_9000.txt --- a/img/brainphantom256x256_pdps_known_noprediction_15_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 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3975, 3841, 1655, 1083, 3512, 1947, 1592, 3878, 1733, 1835, 3564, 3685, 3997, 1489, 3529, 1136, 1062, 3907, 1289, 1069, 3615, 1611, 1904, 1741, 3503, 1773, 1929, 3586, 1978, 1412, 1699, 3865, 3714, 1658, 3554, 1098, 1517, 1760, 1096, 1949, 1708, 3950, 1491, 3951, 1277, 1858, 1509, 1456, 1030, 1346, 1179, 1572, 1817, 3993, 1780, 1210, 3674, 1648, 1801, 1964, 3782, 3814, 1392, 3804, 1809, 3944, 3581, 3749, 3776, 3598, 3671, 3935, 1826, 3755, 3989, 1955, 1410, 3939, 3853, 1439, 1628, 1288, 3974, 3738, 1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 1065, 1451, 1774, 1375, 1549, 1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.15, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/brainphantom256x256_pdps_known_noprediction_15_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 7.499998901039362e-6 561764.4291806474 -0.02636674332749045 0.0041734697881560985 -2 0.027392791991587728 520530.870463891 0.21206741550356306 0.004011763030691591 -3 0.04032858400023542 479985.8368318991 0.4663308950867685 0.004574691264828214 -4 0.06776616699062288 438673.3897938882 0.7195881726740667 0.004248131432570155 -5 0.0806483750056941 398096.90506932477 0.9572820306501764 0.0033185673268244804 -6 0.10795720800524577 358753.0812446605 1.213803188498757 0.0032617276795959844 -7 0.12083804100984707 319803.76206136314 1.4782130573365877 0.0034637155035860167 -8 0.1480742910061963 281054.7065820969 1.7433168966793522 0.0023884058621807137 -9 0.16094287400483154 242364.87745857172 2.023565721070737 0.0035113667305756587 -10 0.18817570700775832 203882.28699976287 2.3053111621379934 0.0037153834569130044 -11 0.20107454003300518 167102.53971932502 2.5907101054391504 0.0014215566657160852 -12 0.22827495701494627 130708.37467803882 2.878719647103553 0.0017473641654045932 -13 0.24116879000212066 94928.59062117501 3.177622121775929 0.0029341038537563048 -14 0.26850012299837545 60839.54148341778 3.4630272317860786 0.0018744720016096936 -15 0.2814390400017146 27264.721034679984 3.796196521798074 0.006773964975820862 -16 0.3086632490158081 -4245.77969848381 4.0873750298498 0.005206999592546855 -17 0.3218367070076056 -33747.833814727004 4.323337831540398 0.001778486612477689 -18 0.34975608202512376 -64174.24768509745 4.706084450788128 0.00899564575588497 -19 0.36271604005014524 -92737.60331175382 5.010938028871835 0.009513206426156972 -20 0.3901843320345506 -120067.41039135329 5.318981358069066 0.011085212922876408 -30 0.5954704570467584 -315746.1942847589 8.297337779321772 0.09271699619493276 -40 0.8014624150528107 -407017.78266570024 11.057719738918998 0.27657124828767965 -50 1.0065846650395542 -441171.17660338327 12.815058139593404 0.3847467355526497 -60 1.2133112070441712 -452820.6992331579 14.243712397270961 0.4446997422275714 -70 1.4188539160531946 -454846.17996091873 14.571914396643828 0.4569011983005828 -80 1.6254644160508178 -456079.1841640098 14.926062713688141 0.478912216100132 -90 1.8248776660475414 -457996.92442521313 15.719345891666343 0.49308884382510343 -100 2.0252518330235034 -458302.09490080207 16.14845397475363 0.5094411970675139 -110 2.2120233330351766 -456174.2969518729 15.720073020529586 0.4866280177574167 -120 2.411957167030778 -457784.37145470426 16.159784473973577 0.49485216593751336 -130 2.611702917027287 -457572.927780753 16.28179346685444 0.4845204733035019 -140 2.8123948340071365 -456164.3567261998 16.497253044474736 0.48147982156166935 -150 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diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_noprediction_15_10000_9000_reco_frame500.png Binary file img/brainphantom256x256_pdps_known_noprediction_15_10000_9000_reco_frame500.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_noprediction_15_10000_9000_reco_frame800.png Binary file img/brainphantom256x256_pdps_known_noprediction_15_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_noprediction_20_10000_9000.txt --- a/img/brainphantom256x256_pdps_known_noprediction_20_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 3540, 3524, 1356, 3762, 1466, 3711, 1036, 3549, 1171, 1739, 1625, 1669, 1058, 1814, 3963, 1102, 1388, 1905, 3765, 3943, 1570, 3651, 1745, 1574, 1864, 1117, 1859, 1338, 1636, 3915, 1861, 3754, 3570, 1896, 3510, 1075, 1342, 3557, 1725, 1873, 1526, 1769, 1185, 1928, 3937, 1922, 1939, 1504, 1052, 1374, 1807, 1724, 3587, 1245, 3791, 3652, 3628, 1138, 1095, 1604, 1848, 1155, 1111, 1916, 1906, 1251, 3938, 1341, 1753, 1278, 1221, 1621, 3731, 1497, 1819, 1845, 3728, 3809, 3677, 3617, 1521, 3713, 1539, 1670, 3803, 1672, 1808, 1661, 3729, 1056, 1610, 1236, 3504, 3571, 3743, 3722, 3507, 1070, 1994, 1548, 1357, 1903, 1580, 1678, 1004, 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1977, 1118, 3924, 1020, 1910, 1390, 1100, 3904, 3758, 1106, 1419, 1307, 3682, 1161, 1385, 3849, 3976, 1820, 3688, 3746, 1126, 1530, 3605, 3551, 1500, 1444, 1689, 3559, 1195, 1229, 3663, 1522, 1432, 1453, 1099, 3789, 3542, 1602, 3975, 3841, 1655, 1083, 3512, 1947, 1592, 3878, 1733, 1835, 3564, 3685, 3997, 1489, 3529, 1136, 1062, 3907, 1289, 1069, 3615, 1611, 1904, 1741, 3503, 1773, 1929, 3586, 1978, 1412, 1699, 3865, 3714, 1658, 3554, 1098, 1517, 1760, 1096, 1949, 1708, 3950, 1491, 3951, 1277, 1858, 1509, 1456, 1030, 1346, 1179, 1572, 1817, 3993, 1780, 1210, 3674, 1648, 1801, 1964, 3782, 3814, 1392, 3804, 1809, 3944, 3581, 3749, 3776, 3598, 3671, 3935, 1826, 3755, 3989, 1955, 1410, 3939, 3853, 1439, 1628, 1288, 3974, 3738, 1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 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0.1113377089786809 360182.7230184093 1.2181080333204446 0.003277542257450899 -7 0.12470233396743424 321158.8309147503 1.4836185817708007 0.0034846615050913984 -8 0.15294237597845495 282327.72745036945 1.7499138574564652 0.002407495253489737 -9 0.1663254179584328 243551.5715412255 2.0314605280591898 0.0035377242658122705 -10 0.1945667509571649 204971.3052367428 2.3146112405493287 0.0037465857650616345 -11 0.20793895894894376 168087.6077063319 2.6015506187766366 0.001445223920697655 -12 0.23616591695463285 131581.95842499935 2.8911981929368222 0.0017796048358759112 -13 0.24975687597179785 95678.00703163183 3.191860397111857 0.0029796778285004354 -14 0.2780378349707462 61461.746567909475 3.47912397356731 0.001918121675735854 -15 0.29176345994346775 27755.830565708828 3.8143838193720923 0.006887807405694318 -16 0.3201446269522421 -3893.401121197153 4.107650269227293 0.0053264253518978365 -17 0.33399250195361674 -33532.87057718799 4.345534238015767 0.001871913170431168 -18 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true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 3540, 3524, 1356, 3762, 1466, 3711, 1036, 3549, 1171, 1739, 1625, 1669, 1058, 1814, 3963, 1102, 1388, 1905, 3765, 3943, 1570, 3651, 1745, 1574, 1864, 1117, 1859, 1338, 1636, 3915, 1861, 3754, 3570, 1896, 3510, 1075, 1342, 3557, 1725, 1873, 1526, 1769, 1185, 1928, 3937, 1922, 1939, 1504, 1052, 1374, 1807, 1724, 3587, 1245, 3791, 3652, 3628, 1138, 1095, 1604, 1848, 1155, 1111, 1916, 1906, 1251, 3938, 1341, 1753, 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1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 1065, 1451, 1774, 1375, 1549, 1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.25, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/brainphantom256x256_pdps_known_noprediction_25_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 9.166018571704626e-6 565295.3803130721 -0.02636674332749045 0.0041734697881560985 -2 0.028202833025716245 523926.0364209317 0.21351851240197253 0.004019799987541865 -3 0.04162058304063976 483245.0236139763 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58.50678353692638 -459466.5061112715 18.186799588864396 0.5469585147519052 -3000 60.51412170394906 -459426.09490797337 17.983027766230343 0.5511990749529055 -3100 62.51693328694091 -459132.54830025684 19.250727113524235 0.5684267196612132 -3200 64.49977553694043 -459185.1319074949 19.05689781115761 0.5603675854290519 -3300 66.50963503695675 -460035.2219269329 19.02234998655454 0.5630073291224362 -3400 68.5725835369667 -457661.4066210271 17.778589082914902 0.5372576249785955 -3500 70.61311757896328 -460032.9979074477 18.93476482963897 0.574888249118352 -3600 72.66525216196897 -461776.6053701969 20.822824913343663 0.6487830120521957 -3700 74.67997311998624 -461891.1723377908 21.448771823645437 0.6735708207322336 -3800 76.67676437000046 -461851.0741979814 21.742302238937686 0.6877821940370992 -3900 78.69431945300312 -461979.09645858954 21.89419925338237 0.694857326541838 -4000 80.7099565359822 -461776.63198815036 21.981263202478658 0.699613140605402 diff -r dec72b794b08 -r cbedcfcc0557 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00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 3540, 3524, 1356, 3762, 1466, 3711, 1036, 3549, 1171, 1739, 1625, 1669, 1058, 1814, 3963, 1102, 1388, 1905, 3765, 3943, 1570, 3651, 1745, 1574, 1864, 1117, 1859, 1338, 1636, 3915, 1861, 3754, 3570, 1896, 3510, 1075, 1342, 3557, 1725, 1873, 1526, 1769, 1185, 1928, 3937, 1922, 1939, 1504, 1052, 1374, 1807, 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a/img/brainphantom256x256_pdps_known_primalonly_15_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 3540, 3524, 1356, 3762, 1466, 3711, 1036, 3549, 1171, 1739, 1625, 1669, 1058, 1814, 3963, 1102, 1388, 1905, 3765, 3943, 1570, 3651, 1745, 1574, 1864, 1117, 1859, 1338, 1636, 3915, 1861, 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1780, 1210, 3674, 1648, 1801, 1964, 3782, 3814, 1392, 3804, 1809, 3944, 3581, 3749, 3776, 3598, 3671, 3935, 1826, 3755, 3989, 1955, 1410, 3939, 3853, 1439, 1628, 1288, 3974, 3738, 1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 1065, 1451, 1774, 1375, 1549, 1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.15, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/brainphantom256x256_pdps_known_primalonly_15_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 8.415983757004142e-6 561764.4291806474 -0.02636674332749045 0.0041734697881560985 -2 0.030749166005989537 477680.397345021 0.4726471684408935 0.007391363917083196 -3 0.045588458015117794 445904.3860085457 0.8541599527624693 0.01006979171856906 -4 0.07592187402769923 399681.3677583085 1.181965605751772 0.012069788261175638 -5 0.09077079003327526 362478.51260571275 1.492698133779293 0.014052620637906929 -6 0.12160779003170319 323116.3309646931 1.7766406376920196 0.01512863007554914 -7 0.1364782480231952 283959.62693412084 2.084634767165375 0.01602461735201811 -8 0.16718812301405706 245991.7949915964 2.399048048802981 0.01777848865112338 -9 0.18201504001626745 205261.68116779646 2.7259819146624027 0.0198928671550234 -10 0.21358712401706725 166512.76720928695 3.048484582012936 0.021532990727437577 -11 0.2284047490102239 129423.52195965033 3.385616645509007 0.02339917084037043 -12 0.25908779102610424 92430.72145725321 3.719120102676909 0.026235138135556363 -13 0.2739251240273006 56234.45633965816 4.06265979353628 0.02904285143897236 -14 0.30462654001894407 20664.24094726918 4.408670596923166 0.035219079051320976 -15 0.31957158201839775 -10609.381395861095 4.748935426912668 0.03604844848787439 -16 0.3504191660322249 -42661.59035355207 5.102505281821897 0.04398840820235446 -17 0.36524299904704094 -63255.65798127333 5.420140839248237 0.038603570951246294 -18 0.3960326650412753 -105685.50779722535 5.817603557628814 0.07007435392424803 -19 0.4108435400412418 -136113.33182701285 6.184913540940782 0.08911463336812551 -20 0.4416858730255626 -165273.28286469943 6.553314331399049 0.11593650820431345 -30 0.6691826650057919 -350483.0019432482 10.257701767457563 0.44966262724791584 -40 0.8977807480259798 -421376.3696287504 13.755998333379935 0.5365639566579641 -50 1.126997373008635 -448506.1817156033 16.55585110058356 0.5615250996648822 -60 1.3573274560039863 -457367.278568895 18.298713480854506 0.5919224753440784 -70 1.587885664019268 -459426.4882717257 19.19678185696968 0.6107271206636833 -80 1.8165665390260983 -460582.16714712046 19.668164221450816 0.6231754868361841 -90 2.045430206024321 -460994.3581329876 19.95844973973615 0.6276943480195302 -100 2.273259956011316 -460996.05744529155 20.159705389263966 0.6306193343645952 -110 2.4837922060105484 -460842.6671235732 20.273275564218256 0.63164131061065 -120 2.7119761219946668 -461417.385214917 20.36072863701677 0.630007391405238 -130 2.940203121979721 -461665.4660065767 20.293345111364772 0.6190438098421256 -140 3.1677167049783748 -459692.7824968839 20.02349060492928 0.599184680141652 -150 3.3947454129811376 -461394.24818732595 20.465030921427505 0.6263037242655456 -160 3.6232799549761694 -459601.54683266685 20.103084853065205 0.6061660433587956 -170 3.851793704990996 -461272.5478199133 20.596458900839565 0.6332099258788542 -180 4.079346496990183 -460790.29285982205 20.46982947996957 0.6203140590949733 -190 4.305637455981923 -460393.1500874451 20.466489672479852 0.6212235905681449 -200 4.530728997982806 -460339.3084401261 20.370181767563107 0.6145768096913627 -300 6.754097539989743 -461485.3614342907 20.692062460221745 0.6318770427444349 -400 8.979927039996255 -461079.8071521986 20.734956392948103 0.6324710297825391 -500 11.190726123022614 -460901.2263000063 20.710913093423684 0.6333472593914683 -600 13.401504164008657 -461718.9832284724 20.81695904698924 0.6424006746895787 -700 15.594332956010476 -461179.56224915 20.820102321469275 0.6407905476791653 -800 17.774851040012436 -461260.68717863254 20.77865508062578 0.6404572206467483 -900 19.95233458201983 -461363.57467234455 20.86372709664447 0.6432793041810991 -1000 22.133819666021736 -461382.1738991737 20.66568004660494 0.6308858166157971 -1100 24.305347123998217 -461530.9182575682 21.655390865122865 0.6827350108798891 -1200 26.45305345702218 -461249.3433554145 22.010792114065772 0.6998542961654229 -1300 28.594300457043573 -461636.34264641884 22.212349649320466 0.7082882509972074 -1400 30.740633540030103 -461471.0447201709 22.33671066164062 0.7151614332208986 -1500 32.8759546240326 -461476.0966191066 22.414328932732875 0.7186539924000441 -1600 35.008345916023245 -461507.84034008486 22.468877132163282 0.7224816721872414 -1700 37.13606066603097 -461415.52910419164 22.50890141212637 0.7247210937097316 -1800 39.255182750028325 -461525.8074746094 22.538688852399122 0.7259340964098775 -1900 41.374793250026414 -461529.332214506 22.558363223291927 0.7253043709097429 -2000 43.4898561250302 -461608.5364723388 22.576345183073926 0.7274453508996068 -2100 45.600828500028 -460798.63694839977 20.938046288504218 0.63656683137989 -2200 47.66588137502549 -461626.8012585868 20.657439279230168 0.6215289075965023 -2300 49.73420629100292 -460860.60337970284 20.736301980115265 0.6343957598347814 -2400 51.817351582983974 -461352.2100266137 20.796374803916144 0.6400986819368212 -2500 53.87817212397931 -460717.3587848333 20.604913499875668 0.6258168449440267 -2600 55.92532595797093 -461553.5809320311 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img/brainphantom256x256_pdps_known_primalonly_20_10000_9000.txt --- a/img/brainphantom256x256_pdps_known_primalonly_20_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 3540, 3524, 1356, 3762, 1466, 3711, 1036, 3549, 1171, 1739, 1625, 1669, 1058, 1814, 3963, 1102, 1388, 1905, 3765, 3943, 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3951, 1277, 1858, 1509, 1456, 1030, 1346, 1179, 1572, 1817, 3993, 1780, 1210, 3674, 1648, 1801, 1964, 3782, 3814, 1392, 3804, 1809, 3944, 3581, 3749, 3776, 3598, 3671, 3935, 1826, 3755, 3989, 1955, 1410, 3939, 3853, 1439, 1628, 1288, 3974, 3738, 1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 1065, 1451, 1774, 1375, 1549, 1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.2, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/brainphantom256x256_pdps_known_primalonly_20_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 1.1416996130719781e-5 563529.9047468598 -0.02636674332749045 0.0041734697881560985 -2 0.027969208982540295 478723.86635741394 0.472614316916481 0.007390950701247952 -3 0.04138429198064841 446609.11112007604 0.8542534085296956 0.010070229902135195 -4 0.06907050000154413 400212.5521294223 1.182157012069232 0.012072309200388077 -5 0.08258220800780691 362898.2297963329 1.4928609753526136 0.01405688655153932 -6 0.11079316600807942 323518.3653354468 1.777019464404555 0.015142925401845865 -7 0.12437520798994228 284303.01439888566 2.085161258934029 0.016051413524515147 -8 0.15283320800517686 246288.3373402894 2.3995274193779057 0.017804162796283263 -9 0.1666248330147937 205528.49188343948 2.7264220371171715 0.019915993586429696 -10 0.19550987402908504 166772.6632505268 3.0490575401786084 0.021566592844316487 -11 0.2092884160229005 129659.92783665891 3.386152939236541 0.023425353347655054 -12 0.2380187910166569 92655.77068662681 3.719746054441953 0.026273795955601614 -13 0.25187379101407714 56441.589052720075 4.063352887172254 0.02908460055966324 -14 0.28092845701030456 20864.868133207037 4.409469395742472 0.03530258368410493 -15 0.2946922070113942 -10416.74148512728 4.749697831345213 0.03615008036416433 -16 0.3234319160110317 -42477.84204140522 5.103266241805367 0.04407482175628345 -17 0.33723516602185555 -63070.337297614016 5.420894590513371 0.038671257529147775 -18 0.36596408201148733 -105523.77513876763 5.818396526111193 0.0702255818438765 -19 0.37984533203416504 -135958.70458176133 6.185791004982363 0.08934450534422858 -20 0.4077442900452297 -165124.66547075234 6.554334251939668 0.11627737931121589 -30 0.6136708730482496 -350392.6622369389 10.259267643256749 0.45047883885783624 -40 0.82341995605384 -421303.9127842722 13.759333910933595 0.5367777287636595 -50 1.0327229140675627 -448448.3939904807 16.561592037409522 0.5617676915900466 -60 1.243159705074504 -457322.1361262212 18.304396335723876 0.5923110638304869 -70 1.45113916308037 -459386.6370526964 19.20170138056132 0.611123217089754 -80 1.6614027040777728 -460545.6349042846 19.671534693366752 0.6233511840425825 -90 1.8731394960777834 -460958.55090008094 19.960187325226478 0.6275585110392166 -100 2.082457830081694 -460961.76024366653 20.160038878467624 0.6304646436345803 -110 2.276240330073051 -460810.39763043064 20.27167216496915 0.6314250198417443 -120 2.4893671220634133 -461385.3373383841 20.357658865070526 0.6297257996218593 -130 2.7025286630669143 -461633.91212114727 20.28950824123649 0.618895086117552 -140 2.913505455071572 -459661.6746927151 20.019524260854467 0.5989227745242516 -150 3.119934205082245 -461362.1713702133 20.45767379462715 0.6258399495810821 -160 3.3275364960718434 -459570.41321647767 20.0982260455574 0.605945132600692 -170 3.537113955069799 -461240.16975068813 20.586131821318347 0.6326292588154661 -180 3.7488110800914 -460758.0965295466 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0.6948066189441205 -1300 26.633042331057368 -461581.1901964803 22.051951042198898 0.7019791373281925 -1400 28.705013456055894 -461415.5473180235 22.14815358569895 0.7073841379190982 -1500 30.781105331057915 -461419.5991404839 22.20441470379911 0.7099318819104695 -1600 32.83703845605487 -461451.3362044265 22.242254646543497 0.7128995219324443 -1700 34.88081508106552 -461358.6398237299 22.269058836143945 0.7145110966039772 -1800 36.909250622062245 -461467.9828940076 22.2900779294736 0.7152609055732249 -1900 38.993327330070315 -461471.4868080469 22.302286832662773 0.7142766485912573 -2000 41.05312824709108 -461551.35889428295 22.31381037958778 0.7160158001749969 -2100 43.15472374710953 -460761.2825640375 20.901206492710344 0.6347501863446159 -2200 45.2223707891244 -461591.93724485405 20.635107168704426 0.6204701826148219 -2300 47.27907178911846 -460825.99434226967 20.717282867247096 0.6334835948135353 -2400 49.36809083013213 -461316.82439889555 20.776420184922657 0.6393569735611241 -2500 51.47236987212091 -460683.36712313414 20.588042145887595 0.6252041760278695 -2600 53.55706341311452 -461517.59649860335 20.793500417700944 0.6419901996858943 -2700 55.624818580108695 -460915.0611538726 20.750054167682794 0.6381432273879163 -2800 57.72617374712718 -461577.6334020887 20.803494762529766 0.6402816943270919 -2900 59.83240124711301 -462039.3704012938 20.776206232747988 0.6393101421847449 -3000 61.93398412212264 -461907.996813662 20.771676785349328 0.6366623044999391 -3100 64.044800455129 -459641.5031279542 20.3920002449596 0.6089472802926528 -3200 66.15119278815109 -459477.34857467946 19.87822805619336 0.581087140357154 -3300 68.25394212212996 -460750.1986670097 20.433043155520632 0.6097867528647885 -3400 70.35511670613778 -460777.54665878665 20.514960820506843 0.6146702756173856 -3500 72.4273487891478 -460839.07120107766 20.636751422629473 0.6292350175577288 -3600 74.51519503915915 -461928.5823309728 21.538165015867573 0.6779423640740626 -3700 76.5682702481572 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img/brainphantom256x256_pdps_known_primalonly_20_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_primalonly_25_10000_9000.txt --- a/img/brainphantom256x256_pdps_known_primalonly_25_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 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256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/brainphantom256x256_pdps_known_primalonly_25_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 6.541988113895059e-6 565295.3803130721 -0.02636674332749045 0.0041734697881560985 -2 0.028598583972780034 479767.79081317846 0.4725805895185553 0.007390520849807125 -3 0.04230470897164196 447311.88610633253 0.8543522605730434 0.010070897206036938 -4 0.06994341796962544 400742.03151101933 1.1823611122076518 0.012075488166981932 -5 0.08372083396534435 363316.2480551129 1.4930326960382905 0.01406172802791799 -6 0.11247062595793977 323918.00531252107 1.777390888186576 0.015157019493246729 -7 0.12630066796555184 284643.8389803837 2.0856803877157795 0.016077804592049043 -8 0.1549420009541791 246582.53273664557 2.4000004410784816 0.01782941618479579 -9 0.1687113759398926 205790.80121382014 2.7268564503497235 0.01993796577127766 -10 0.19735900091473013 167027.836289112 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cbedcfcc0557 img/brainphantom256x256_pdps_known_primalonly_25_10000_9000_reco_frame800.png Binary file img/brainphantom256x256_pdps_known_primalonly_25_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_proximal_10_10000_9000.txt --- a/img/brainphantom256x256_pdps_known_proximal_10_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 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1947, 1592, 3878, 1733, 1835, 3564, 3685, 3997, 1489, 3529, 1136, 1062, 3907, 1289, 1069, 3615, 1611, 1904, 1741, 3503, 1773, 1929, 3586, 1978, 1412, 1699, 3865, 3714, 1658, 3554, 1098, 1517, 1760, 1096, 1949, 1708, 3950, 1491, 3951, 1277, 1858, 1509, 1456, 1030, 1346, 1179, 1572, 1817, 3993, 1780, 1210, 3674, 1648, 1801, 1964, 3782, 3814, 1392, 3804, 1809, 3944, 3581, 3749, 3776, 3598, 3671, 3935, 1826, 3755, 3989, 1955, 1410, 3939, 3853, 1439, 1628, 1288, 3974, 3738, 1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 1065, 1451, 1774, 1375, 1549, 1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.1, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, phantom_ρ = 100, save_prefix = "img/brainphantom256x256_pdps_known_proximal_10_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 8.25000461190939e-6 559998.953614435 -0.02636674332749045 0.0041734697881560985 -2 0.029035667015705258 476702.3999876519 0.4736890264940851 0.0074078534592577835 -3 0.04385950000141747 445151.4481718742 0.8550663013597882 0.01010294007468283 -4 0.07300341699738055 399133.27899208653 1.1827770219107538 0.012120605310117936 -5 0.08786016699741594 362008.4855032445 1.4936496364619263 0.01411402225321938 -6 0.11680654197698459 322654.3503474456 1.7773415133048265 0.015180179866191456 -7 0.13160895896726288 283565.40985823533 2.0849445745208834 0.016056959011475136 -8 0.16060195898171514 245646.0334588395 2.399551420737132 0.017831241019007488 -9 0.17540287598967552 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img/brainphantom256x256_pdps_known_proximal_10_10000_9000_reco_frame500.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_proximal_10_10000_9000_reco_frame800.png Binary file img/brainphantom256x256_pdps_known_proximal_10_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_proximal_15_10000_9000.txt --- a/img/brainphantom256x256_pdps_known_proximal_15_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 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1444, 1689, 3559, 1195, 1229, 3663, 1522, 1432, 1453, 1099, 3789, 3542, 1602, 3975, 3841, 1655, 1083, 3512, 1947, 1592, 3878, 1733, 1835, 3564, 3685, 3997, 1489, 3529, 1136, 1062, 3907, 1289, 1069, 3615, 1611, 1904, 1741, 3503, 1773, 1929, 3586, 1978, 1412, 1699, 3865, 3714, 1658, 3554, 1098, 1517, 1760, 1096, 1949, 1708, 3950, 1491, 3951, 1277, 1858, 1509, 1456, 1030, 1346, 1179, 1572, 1817, 3993, 1780, 1210, 3674, 1648, 1801, 1964, 3782, 3814, 1392, 3804, 1809, 3944, 3581, 3749, 3776, 3598, 3671, 3935, 1826, 3755, 3989, 1955, 1410, 3939, 3853, 1439, 1628, 1288, 3974, 3738, 1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 1065, 1451, 1774, 1375, 1549, 1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.15, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, phantom_ρ = 100, save_prefix = "img/brainphantom256x256_pdps_known_proximal_15_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 7.208000170066953e-6 561764.4291806474 -0.02636674332749045 0.0041734697881560985 -2 0.029386874986812472 477772.60352856905 0.47416210950828774 0.007415531622632549 -3 0.04420633299741894 445831.54201752564 0.8556395922189581 0.010119589144049099 -4 0.07331924999016337 399652.6986019082 1.1834220640538975 0.0121473521051133 -5 0.08836183298262767 362400.4389922261 1.494333619204808 0.014149753113820093 -6 0.11764654098078609 323024.03425067704 1.778254249533942 0.01522774635184404 -7 0.13247116599814035 283882.8640395682 2.0858838868164566 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img/brainphantom256x256_pdps_known_proximal_15_10000_9000_reco_frame500.png Binary file img/brainphantom256x256_pdps_known_proximal_15_10000_9000_reco_frame500.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_proximal_15_10000_9000_reco_frame800.png Binary file img/brainphantom256x256_pdps_known_proximal_15_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_proximal_20_10000_9000.txt --- a/img/brainphantom256x256_pdps_known_proximal_20_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 3540, 3524, 1356, 3762, 1466, 3711, 1036, 3549, 1171, 1739, 1625, 1669, 1058, 1814, 3963, 1102, 1388, 1905, 3765, 3943, 1570, 3651, 1745, 1574, 1864, 1117, 1859, 1338, 1636, 3915, 1861, 3754, 3570, 1896, 3510, 1075, 1342, 3557, 1725, 1873, 1526, 1769, 1185, 1928, 3937, 1922, 1939, 1504, 1052, 1374, 1807, 1724, 3587, 1245, 3791, 3652, 3628, 1138, 1095, 1604, 1848, 1155, 1111, 1916, 1906, 1251, 3938, 1341, 1753, 1278, 1221, 1621, 3731, 1497, 1819, 1845, 3728, 3809, 3677, 3617, 1521, 3713, 1539, 1670, 3803, 1672, 1808, 1661, 3729, 1056, 1610, 1236, 3504, 3571, 3743, 3722, 3507, 1070, 1994, 1548, 1357, 1903, 1580, 1678, 1004, 1091, 1147, 1045, 1255, 1635, 3526, 1001, 3786, 1972, 1274, 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3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.2, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, phantom_ρ = 100, save_prefix = "img/brainphantom256x256_pdps_known_proximal_20_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 8.208997314795852e-6 563529.9047468598 -0.02636674332749045 0.0041734697881560985 -2 0.02912275100243278 478839.64546806616 0.4746343772855547 0.007423191550118712 -3 0.04398237599525601 446507.59743633814 0.8562108604554385 0.010136235965406852 -4 0.07303554299869575 400167.6488076236 1.1840638534927825 0.012174050469588629 -5 0.0880686680029612 362787.90545734484 1.49501333850777 0.01418542375275382 -6 0.11725433502579108 323387.7239062619 1.7791597796146275 0.015275236260770611 -7 0.13208383505116217 284195.00887967093 2.0868156476253907 0.016172256692559037 -8 0.1610971680493094 246188.358290901 2.401476921664967 0.017963864139791758 -9 0.1759393350512255 205436.58494332607 2.7286705498933532 0.02011526934129273 -10 0.20559529305319302 166659.88858756062 3.0511762614112206 0.021752157646948968 -11 0.2204027520492673 129556.41767937598 3.3886482584700484 0.023618208278679942 -12 0.24941071003559045 92528.21914575665 3.722123873649954 0.026476223626121717 -13 0.26421633502468467 56321.2701802887 4.065838015311937 0.029431835707516195 -14 0.2932384190207813 20737.141250331388 4.411974773226 0.03555297734391176 -15 0.3080567940196488 -10564.367461150161 4.752602212503581 0.03643909160300724 -16 0.33783991902600974 -42647.30284100188 5.106556560958817 0.04444155231148236 -17 0.35279108604299836 -63247.55307394409 5.4247361603015225 0.039112474808827284 -18 0.38256166904466227 -105730.115467401 5.822348551451243 0.07107249226381596 -19 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43.696011165942764 -461552.97970494867 22.311809774604715 0.716286368234632 -2100 45.93157737393631 -460750.4497438295 20.827306301276085 0.6316830613099522 -2200 48.1558433319442 -461577.67067991494 20.5629518172362 0.6180559946091699 -2300 50.35970953994547 -460808.7020835183 20.635135826130323 0.6309062315403804 -2400 52.60181466495851 -461297.7033023953 20.68522044602245 0.6359381909954054 -2500 54.818972498964285 -460669.87516387884 20.51825934752066 0.6229951400502556 -2600 57.053254790982464 -461501.36223233416 20.71032906112986 0.6390855931289572 -2700 59.22159833298065 -460896.20895959245 20.666712043578187 0.6352132096314398 -2800 61.44473183300579 -461559.2112633702 20.711140605293096 0.6368506127745588 -2900 63.63291220800602 -462020.3009242911 20.68842811740086 0.6361190618468229 -3000 65.80046170798596 -461891.55403813574 20.688323264238306 0.63348778771919 -3100 67.9885538329836 -459635.61765110045 20.339523078714286 0.6071126566107001 -3200 70.16799924997031 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img/brainphantom256x256_pdps_known_proximal_20_10000_9000_reco_frame3000.png Binary file img/brainphantom256x256_pdps_known_proximal_20_10000_9000_reco_frame3000.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_proximal_20_10000_9000_reco_frame3300.png Binary file img/brainphantom256x256_pdps_known_proximal_20_10000_9000_reco_frame3300.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_proximal_20_10000_9000_reco_frame3500.png Binary file img/brainphantom256x256_pdps_known_proximal_20_10000_9000_reco_frame3500.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_proximal_20_10000_9000_reco_frame3800.png Binary file img/brainphantom256x256_pdps_known_proximal_20_10000_9000_reco_frame3800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_proximal_20_10000_9000_reco_frame4000.png Binary file img/brainphantom256x256_pdps_known_proximal_20_10000_9000_reco_frame4000.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_proximal_20_10000_9000_reco_frame500.png Binary file img/brainphantom256x256_pdps_known_proximal_20_10000_9000_reco_frame500.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_proximal_20_10000_9000_reco_frame800.png Binary file img/brainphantom256x256_pdps_known_proximal_20_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_proximal_25_10000_9000.txt --- a/img/brainphantom256x256_pdps_known_proximal_25_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), 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- - - - -
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- - - \ No newline at end of file diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_rotation_10_10000_9000.txt --- a/img/brainphantom256x256_pdps_known_rotation_10_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 3540, 3524, 1356, 3762, 1466, 3711, 1036, 3549, 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L_experiment = false, save_prefix = "img/brainphantom256x256_pdps_known_rotation_10_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 8.625007467344403e-6 559998.953614435 -0.02636674332749045 0.0041734697881560985 -2 0.029205250000813976 476706.8064960277 0.47286048791687957 0.00739297165771168 -3 0.043706333002774045 445203.3405791022 0.8540364686831491 0.010070180367036986 -4 0.07282112500979565 399163.0669032806 1.1817254281051257 0.012068999525278803 -5 0.0873190000129398 362058.3368102178 1.49250034342434 0.014043278627918097 -6 0.11735020799096674 322710.5628766621 1.7761971209045668 0.015108973656727314 -7 0.13202779099810869 283601.8085081453 2.0839431311672763 0.015983264844487487 -8 0.1614519580034539 245679.99003893384 2.3984204752976277 0.017736447856043905 -9 0.17620416701538488 204973.50929269247 2.725412001924101 0.019860106037138697 -10 0.20595475001027808 166225.60631888625 3.0477185518861267 0.02148279581579057 -11 0.2207742079917807 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img/brainphantom256x256_pdps_known_rotation_10_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_rotation_15_10000_9000.txt --- a/img/brainphantom256x256_pdps_known_rotation_15_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 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1371, 3948, 1802, 1946, 1187, 1421, 1552, 3723, 1889, 1755, 1397, 3640, 1005, 1995, 1165, 1659, 3834, 1400, 3890, 1971, 1164, 1104, 1234, 1881, 3991, 1244, 1647, 3871, 1222, 3964, 3506, 3774, 3916, 1121, 1498, 1878, 1547, 1025, 1640, 1424, 3742, 1863, 3724, 3836, 3843, 1540, 3632, 1405, 3670, 3980, 1343, 1059, 1671, 3873, 1049, 1735, 3767, 1630, 3779, 1821, 1464, 3588, 3978, 1786, 1455, 1851, 1979, 3545, 1856, 3760, 3717, 1832, 3639, 3535, 1805, 3528, 3872, 1892, 3781, 3730, 3543, 1365, 1053, 3796, 3899, 1788, 3752, 1920, 3866, 1122, 3936, 1945, 1586, 1984, 1898, 3701, 3604, 3838, 3921, 3583, 1512, 1107, 1247, 1787, 1033, 1855, 1651, 3638, 1087, 1882, 1188, 3941, 1077, 3513, 3999, 1692, 3820, 1619, 1359, 1742, 1253, 1609, 1593, 1590, 3970, 3516, 1131, 1569, 1501, 1017, 1772, 1874, 3912, 1654, 3864, 1223, 1241, 3661, 3668, 1150, 1768, 3961, 1250, 1632, 1280, 1884, 1712, 1575, 1105, 3521, 1433, 1202, 1481, 3656, 3689, 1938, 1954, 3860, 1213, 1641, 3902, 1557, 1158, 3629, 1796, 3552, 1320, 3945, 3575, 1688, 1803, 3958, 1790, 3810, 1154, 1292, 3603, 3785, 3967, 1992, 1800, 3694, 1382, 1308, 3949, 3994, 1275, 1674, 3869, 1940, 1369, 3673, 1691, 1518, 3889, 1071, 1897, 1985, 1603, 1967, 1024, 3887, 1867, 3739, 1446, 1841, 1427, 3768, 3577, 1317, 3808, 3619, 1974, 1798, 3891, 1815, 3546, 1959, 1746, 1443, 3822, 1915, 3733, 1128, 1454, 3947, 1329, 1227, 3879, 1554, 3679, 1828, 1376, 3795, 3520, 3953, 3612, 1717, 3848, 1563, 1536, 1447, 3800, 1868, 1160, 1989, 3771, 3898, 1990, 1556, 1683, 1880, 3893, 1273, 1605, 1749, 1492, 1936, 1738, 1573, 1606, 1219, 1709, 1589, 1713, 1339, 3636, 1239, 1677, 1459, 1731, 1968, 1977, 1118, 3924, 1020, 1910, 1390, 1100, 3904, 3758, 1106, 1419, 1307, 3682, 1161, 1385, 3849, 3976, 1820, 3688, 3746, 1126, 1530, 3605, 3551, 1500, 1444, 1689, 3559, 1195, 1229, 3663, 1522, 1432, 1453, 1099, 3789, 3542, 1602, 3975, 3841, 1655, 1083, 3512, 1947, 1592, 3878, 1733, 1835, 3564, 3685, 3997, 1489, 3529, 1136, 1062, 3907, 1289, 1069, 3615, 1611, 1904, 1741, 3503, 1773, 1929, 3586, 1978, 1412, 1699, 3865, 3714, 1658, 3554, 1098, 1517, 1760, 1096, 1949, 1708, 3950, 1491, 3951, 1277, 1858, 1509, 1456, 1030, 1346, 1179, 1572, 1817, 3993, 1780, 1210, 3674, 1648, 1801, 1964, 3782, 3814, 1392, 3804, 1809, 3944, 3581, 3749, 3776, 3598, 3671, 3935, 1826, 3755, 3989, 1955, 1410, 3939, 3853, 1439, 1628, 1288, 3974, 3738, 1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 1065, 1451, 1774, 1375, 1549, 1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.15, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/brainphantom256x256_pdps_known_rotation_15_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 7.708003977313638e-6 561764.4291806474 -0.02636674332749045 0.0041734697881560985 -2 0.029065873997751623 477783.63857486524 0.4729199726544222 0.007393204824260974 -3 0.04343904001871124 445914.98053813865 0.8540988097744042 0.010070524861940346 -4 0.07216749800136313 399703.4619365499 1.1818564235542763 0.012070432378445475 -5 0.08648608098155819 362481.21718638134 1.492624401470657 0.014044332917057607 -6 0.11520670598838478 323114.64572887955 1.7765480664531115 0.01512062115529108 -7 0.12950920598814264 283941.3190742547 2.0843937745929946 0.016003783187425232 -8 0.15845974799594842 245974.10581154193 2.3988362281864912 0.017755379561047058 -9 0.17286991400760598 205235.7778453111 2.725802814004962 0.019880962453011814 -10 0.20257887200568803 166475.59466548232 3.0482458139683204 0.02151455748385437 -11 0.21704245600267313 129375.70167079523 3.3854079596284974 0.023383357174318956 -12 0.24637187301414087 92382.18068978301 3.7188332581323715 0.02621359170145969 -13 0.26094516401644796 56195.716466207334 4.062216160007936 0.029050188095151058 -14 0.2899840390018653 20619.578748356867 4.408076607080682 0.03511821654186564 -15 0.3045761640241835 -10652.608019288964 4.748345128163269 0.03587564789601703 -16 0.3339359140372835 -42704.427068743425 5.1018828134553065 0.043841042512859404 -17 0.34827058104565367 -63314.16952852689 5.419469715669077 0.03851713357065999 -18 0.3770917060319334 -105729.86007062733 5.816955445957763 0.06984060310111218 -19 0.3913970390567556 -136155.53084407336 6.184119677870833 0.08891154772924184 -20 0.41999249704531394 -165308.35368757602 6.552438632074759 0.11563014980116891 -30 0.6351549140526913 -350493.8980523829 10.256451908917413 0.4491381205116422 -40 0.8495419140672311 -421390.53652183624 13.75407350682556 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img/brainphantom256x256_pdps_known_rotation_15_10000_9000_reco_frame800.png Binary file img/brainphantom256x256_pdps_known_rotation_15_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_rotation_20_10000_9000.txt --- a/img/brainphantom256x256_pdps_known_rotation_20_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 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1935, 3574, 1019, 1913, 3770, 1354, 1238, 1559, 1249, 1818, 1021, 1519, 3844, 1201, 1313, 3851, 1362, 1326, 3696, 1449, 1054, 3825, 1120, 1908, 3657, 1923, 1302, 1637, 3690, 1232, 1395, 1344, 3965, 1698, 3530, 1208, 1811, 1333, 1941, 3817, 1458, 1865, 3886, 1116, 3931, 3926, 1268, 1732, 3568, 3828, 1714, 1494, 1846, 3702, 3923, 1642, 1398, 3616, 1883, 1079, 1506, 1186, 1582, 3773, 3806, 1043, 1535, 3858, 1872, 1103, 1319, 3972, 1246, 1152, 1409, 1560, 1996, 3903, 1145, 1767, 1680, 1792, 1141, 1009, 1566, 1137, 1360, 1565, 1854, 1588, 1538, 3519, 1315, 1681, 1723, 3681, 3917, 1283, 3509, 1825, 3868, 3870, 3819, 1770, 3593, 1063, 1235, 1614, 1166, 1064, 3641, 1355, 1151, 1169, 3700, 3973, 3986, 4000, 3784, 1452, 1479, 3962, 3508, 1576, 1830, 3644, 1183, 3599, 1842, 1377, 3566, 1046, 1564, 1493, 1180, 3550, 1007, 3837, 1256, 1993, 3850, 1759, 1998, 3922, 3697, 1909, 3609, 1040, 1937, 1728, 3525, 3990, 3759, 1384, 1562, 3658, 3925, 3971, 3649, 1675, 3928, 1600, 3693, 1543, 1172, 1135, 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3707, 1779, 1218, 3584, 3807, 1272, 1958, 1639, 1982, 1132, 1816, 1667, 1887, 1379, 3567, 3585, 1173, 1051, 1729, 1303, 1507, 1650, 1205, 1862, 1871, 3954, 1463, 1656, 1777, 1918, 3547, 3627, 1240, 1334, 1653, 3708, 1129, 3823, 1416, 1482, 1624, 1413, 3799, 1933, 1665, 1086, 1496, 1555, 1243, 3748, 3522, 1866, 3863, 3883, 3983, 1525, 1204, 1380, 1225, 1919, 1550, 1035, 1470, 1184, 1649, 1216, 3725, 1194, 1693, 3517, 3621, 1963, 1048, 1514, 1660, 1440, 1231, 1545, 1286, 3798, 1758, 1125, 1584, 1700, 1852, 1332, 3826, 1220, 1415, 1734, 1615, 3812, 1951, 3527, 3985, 1776, 1267, 1472, 1013, 3756, 1323, 3957, 1754, 3726, 1485, 1930, 1212, 1645, 1997, 1134, 1847, 1322, 3787, 1311, 1551, 1078, 1081, 1101, 1490, 1110, 1764, 3660, 1003, 1697, 1230, 3736, 1197, 1643, 1911, 1298, 1527, 3811, 1242, 1420, 3839, 1696, 1474, 3561, 1806, 3797, 1568, 1269, 1348, 3624, 3539, 1209, 1153, 3642, 3988, 3704, 1626, 3896, 1737, 1178, 1486, 3712, 1423, 1353, 1890, 3518, 3885, 3996, 3721, 1014, 1694, 1860, 3818, 1952, 1387, 1879, 1124, 3829, 3664, 3595, 3610, 1695, 3667, 1461, 1804, 1567, 3827, 1389, 1587, 3881, 1328, 1182, 1349, 1386, 1426, 1445, 3654, 1306, 1112, 1782, 1084, 1513, 1467, 1736, 1133, 1262, 1931, 1340, 3942, 1794, 1060, 3558, 1264, 1271, 1596, 3783, 1962, 1162, 3560, 3929, 1833, 1508, 3647, 1316, 3813, 1291, 1206, 1613, 3531, 1837, 1281, 1740, 3840, 1799, 3932, 1417, 1428, 1258, 1254, 1358, 1707, 1577, 3750, 3968, 1072, 1686, 3678, 3573, 1108, 3589, 1644, 1750, 1838, 3565, 3854, 1973, 1853, 3715, 3594, 3842, 1751, 1950, 3669, 1011, 3998, 1008, 1396, 1093, 1983, 1148, 1450, 1314, 1176, 1583, 3867, 1757, 3846, 3626, 1843, 1010, 1422, 3830, 3710, 1503, 3778, 1457, 1722, 3910, 1965, 3911, 1468, 1616, 1191, 1293, 1351, 1094, 3913, 1515, 3665, 1844, 1401, 1193, 1037, 1092, 1932, 1877, 3761, 3875, 1477, 3884, 1366, 1335, 1297, 3777, 3969, 1702, 1361, 1088, 1473, 1594, 3895, 3572, 3802, 1510, 1163, 1301, 1142, 1265, 1684, 1975, 1022, 1224, 1139, 1436, 3772, 1752, 3833, 3675, 1233, 1214, 1237, 1465, 1652, 1367, 3987, 1690, 1893, 3597, 1431, 1130, 1055, 1870, 3745, 1000, 1305, 1970, 3831, 1257, 1629, 1460, 1196, 1363, 1876, 1327, 3536, 1190, 1885, 1762, 3716, 1924, 1029, 1627, 1891, 3662, 1076, 1034, 1061, 1462, 1599, 3637, 1682, 1119, 1765, 1534, 1026, 1312, 1948, 1943, 1598, 1146, 1300, 1484, 1042, 1784, 1331, 1097, 1310, 1824, 1203, 1499, 1685, 1810, 1082, 3876, 3580, 3653, 1721, 3537, 1914, 1747, 1657, 1986, 1715, 3709, 1981, 3992, 1934, 1980, 1679, 1571, 3927, 1089, 3623, 3533, 3650, 1279, 1018, 3553, 3741, 3984, 1775, 1925, 1495, 3735, 1023, 3600, 1211, 3611, 1822, 1524, 1829, 3892, 1926, 3699, 1418, 1031, 1080, 1840, 1263, 3908, 1270, 1756, 3659, 1248, 3562, 1350, 3544, 1537, 3874, 3894, 3897, 3532, 1478, 1215, 1411, 1553, 1638, 1038, 1364, 3959, 1406, 3635, 1541, 1976, 1441, 1407, 1710, 3845, 1516, 3780, 3666, 3824, 1057, 1857, 3720, 1408, 3888, 1330, 1894, 1114, 3763, 1531, 1969, 3934, 3906, 1785, 1558, 1726, 1960, 3790, 1532, 3695, 3995, 1795, 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1481, 3656, 3689, 1938, 1954, 3860, 1213, 1641, 3902, 1557, 1158, 3629, 1796, 3552, 1320, 3945, 3575, 1688, 1803, 3958, 1790, 3810, 1154, 1292, 3603, 3785, 3967, 1992, 1800, 3694, 1382, 1308, 3949, 3994, 1275, 1674, 3869, 1940, 1369, 3673, 1691, 1518, 3889, 1071, 1897, 1985, 1603, 1967, 1024, 3887, 1867, 3739, 1446, 1841, 1427, 3768, 3577, 1317, 3808, 3619, 1974, 1798, 3891, 1815, 3546, 1959, 1746, 1443, 3822, 1915, 3733, 1128, 1454, 3947, 1329, 1227, 3879, 1554, 3679, 1828, 1376, 3795, 3520, 3953, 3612, 1717, 3848, 1563, 1536, 1447, 3800, 1868, 1160, 1989, 3771, 3898, 1990, 1556, 1683, 1880, 3893, 1273, 1605, 1749, 1492, 1936, 1738, 1573, 1606, 1219, 1709, 1589, 1713, 1339, 3636, 1239, 1677, 1459, 1731, 1968, 1977, 1118, 3924, 1020, 1910, 1390, 1100, 3904, 3758, 1106, 1419, 1307, 3682, 1161, 1385, 3849, 3976, 1820, 3688, 3746, 1126, 1530, 3605, 3551, 1500, 1444, 1689, 3559, 1195, 1229, 3663, 1522, 1432, 1453, 1099, 3789, 3542, 1602, 3975, 3841, 1655, 1083, 3512, 1947, 1592, 3878, 1733, 1835, 3564, 3685, 3997, 1489, 3529, 1136, 1062, 3907, 1289, 1069, 3615, 1611, 1904, 1741, 3503, 1773, 1929, 3586, 1978, 1412, 1699, 3865, 3714, 1658, 3554, 1098, 1517, 1760, 1096, 1949, 1708, 3950, 1491, 3951, 1277, 1858, 1509, 1456, 1030, 1346, 1179, 1572, 1817, 3993, 1780, 1210, 3674, 1648, 1801, 1964, 3782, 3814, 1392, 3804, 1809, 3944, 3581, 3749, 3776, 3598, 3671, 3935, 1826, 3755, 3989, 1955, 1410, 3939, 3853, 1439, 1628, 1288, 3974, 3738, 1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 1065, 1451, 1774, 1375, 1549, 1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.2, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/brainphantom256x256_pdps_known_rotation_20_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 9.66701190918684e-6 563529.9047468598 -0.02636674332749045 0.0041734697881560985 -2 0.02877075001015328 478860.2653100332 0.4729792052599031 0.007393427206780912 -3 0.04311683401465416 446626.2876367058 0.8541619936646793 0.010070943327301872 -4 0.0722115840180777 400243.37978844263 1.1819917687548782 0.01207211383280447 -5 0.08647975101484917 362903.75240876776 1.4927527272327812 0.014045577004022168 -6 0.11542437601019628 323517.27880956477 1.7768935562065704 0.015131728686981212 -7 0.1297638760006521 284278.7388255165 2.084840612954693 0.016023772194017228 -8 0.1585740430164151 246266.23350080894 2.3992492144808355 0.01777398624054255 -9 0.17293237600824796 205496.1747394166 2.7261910521095767 0.019900948428165973 -10 0.20242170902201906 166722.51245009553 3.0487589816465 0.02154424058935638 -11 0.21695545903639868 129595.94543380497 3.385893078486955 0.023407573158945073 -12 0.24588008402497508 92589.05286840507 3.7193978096084193 0.026250425132621193 -13 0.26070950002758764 56390.57057934398 4.062803280783469 0.029096309789118112 -14 0.2903478340303991 20805.631665172947 4.408741438532354 0.03517006620894968 -15 0.3051171670376789 -10472.99776275068 4.748968791332911 0.035925703155609244 -16 0.3348170420504175 -42532.320262397945 5.102500432878775 0.04389283941473977 -17 0.34966662505757995 -63145.15661342107 5.420055379279055 0.038570550470243284 -18 0.37952020805096254 -105581.3321454509 5.817590366720566 0.0699281291347063 -19 0.3943494990526233 -136013.77302614387 6.184812400389773 0.08905387566479556 -20 0.4239988740591798 -165173.91865567074 6.5532405370099225 0.11585897025230812 -30 0.6470629570831079 -350410.3092912984 10.257725273273355 0.44985329359900694 -40 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img/brainphantom256x256_pdps_known_rotation_20_10000_9000_reco_frame800.png Binary file img/brainphantom256x256_pdps_known_rotation_20_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_rotation_25_10000_9000.txt --- a/img/brainphantom256x256_pdps_known_rotation_25_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 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3707, 1779, 1218, 3584, 3807, 1272, 1958, 1639, 1982, 1132, 1816, 1667, 1887, 1379, 3567, 3585, 1173, 1051, 1729, 1303, 1507, 1650, 1205, 1862, 1871, 3954, 1463, 1656, 1777, 1918, 3547, 3627, 1240, 1334, 1653, 3708, 1129, 3823, 1416, 1482, 1624, 1413, 3799, 1933, 1665, 1086, 1496, 1555, 1243, 3748, 3522, 1866, 3863, 3883, 3983, 1525, 1204, 1380, 1225, 1919, 1550, 1035, 1470, 1184, 1649, 1216, 3725, 1194, 1693, 3517, 3621, 1963, 1048, 1514, 1660, 1440, 1231, 1545, 1286, 3798, 1758, 1125, 1584, 1700, 1852, 1332, 3826, 1220, 1415, 1734, 1615, 3812, 1951, 3527, 3985, 1776, 1267, 1472, 1013, 3756, 1323, 3957, 1754, 3726, 1485, 1930, 1212, 1645, 1997, 1134, 1847, 1322, 3787, 1311, 1551, 1078, 1081, 1101, 1490, 1110, 1764, 3660, 1003, 1697, 1230, 3736, 1197, 1643, 1911, 1298, 1527, 3811, 1242, 1420, 3839, 1696, 1474, 3561, 1806, 3797, 1568, 1269, 1348, 3624, 3539, 1209, 1153, 3642, 3988, 3704, 1626, 3896, 1737, 1178, 1486, 3712, 1423, 1353, 1890, 3518, 3885, 3996, 3721, 1014, 1694, 1860, 3818, 1952, 1387, 1879, 1124, 3829, 3664, 3595, 3610, 1695, 3667, 1461, 1804, 1567, 3827, 1389, 1587, 3881, 1328, 1182, 1349, 1386, 1426, 1445, 3654, 1306, 1112, 1782, 1084, 1513, 1467, 1736, 1133, 1262, 1931, 1340, 3942, 1794, 1060, 3558, 1264, 1271, 1596, 3783, 1962, 1162, 3560, 3929, 1833, 1508, 3647, 1316, 3813, 1291, 1206, 1613, 3531, 1837, 1281, 1740, 3840, 1799, 3932, 1417, 1428, 1258, 1254, 1358, 1707, 1577, 3750, 3968, 1072, 1686, 3678, 3573, 1108, 3589, 1644, 1750, 1838, 3565, 3854, 1973, 1853, 3715, 3594, 3842, 1751, 1950, 3669, 1011, 3998, 1008, 1396, 1093, 1983, 1148, 1450, 1314, 1176, 1583, 3867, 1757, 3846, 3626, 1843, 1010, 1422, 3830, 3710, 1503, 3778, 1457, 1722, 3910, 1965, 3911, 1468, 1616, 1191, 1293, 1351, 1094, 3913, 1515, 3665, 1844, 1401, 1193, 1037, 1092, 1932, 1877, 3761, 3875, 1477, 3884, 1366, 1335, 1297, 3777, 3969, 1702, 1361, 1088, 1473, 1594, 3895, 3572, 3802, 1510, 1163, 1301, 1142, 1265, 1684, 1975, 1022, 1224, 1139, 1436, 3772, 1752, 3833, 3675, 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1733, 1835, 3564, 3685, 3997, 1489, 3529, 1136, 1062, 3907, 1289, 1069, 3615, 1611, 1904, 1741, 3503, 1773, 1929, 3586, 1978, 1412, 1699, 3865, 3714, 1658, 3554, 1098, 1517, 1760, 1096, 1949, 1708, 3950, 1491, 3951, 1277, 1858, 1509, 1456, 1030, 1346, 1179, 1572, 1817, 3993, 1780, 1210, 3674, 1648, 1801, 1964, 3782, 3814, 1392, 3804, 1809, 3944, 3581, 3749, 3776, 3598, 3671, 3935, 1826, 3755, 3989, 1955, 1410, 3939, 3853, 1439, 1628, 1288, 3974, 3738, 1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 1065, 1451, 1774, 1375, 1549, 1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.25, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/brainphantom256x256_pdps_known_rotation_25_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 1.0707997716963291e-5 565295.3803130721 -0.02636674332749045 0.0041734697881560985 -2 0.028988374979235232 479936.6940496358 0.47303816102183643 0.007393645149152622 -3 0.043390999955590814 447337.29465607984 0.854226057935519 0.010071411555931864 -4 0.0721233339572791 400782.8347744507 1.18213124589612 0.012074005506735772 -5 0.08648137596901506 363325.6211593988 1.4928857970847578 0.014046910434111803 -6 0.11522816796787083 323918.3063501865 1.7772320220108926 0.015142105452964183 -7 0.1294931679731235 284613.91669050674 2.0852821537068147 0.01604272054989946 -8 0.15891237696632743 246556.16302408997 2.3996586133703444 0.017791738245918693 -9 0.17371837695827708 205754.27803143955 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- - - \ No newline at end of file diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_zerodual_10_10000_9000.txt --- a/img/brainphantom256x256_pdps_known_zerodual_10_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 3540, 3524, 1356, 3762, 1466, 3711, 1036, 3549, 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img/brainphantom256x256_pdps_known_zerodual_10_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_zerodual_15_10000_9000.txt --- a/img/brainphantom256x256_pdps_known_zerodual_15_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 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1320, 3945, 3575, 1688, 1803, 3958, 1790, 3810, 1154, 1292, 3603, 3785, 3967, 1992, 1800, 3694, 1382, 1308, 3949, 3994, 1275, 1674, 3869, 1940, 1369, 3673, 1691, 1518, 3889, 1071, 1897, 1985, 1603, 1967, 1024, 3887, 1867, 3739, 1446, 1841, 1427, 3768, 3577, 1317, 3808, 3619, 1974, 1798, 3891, 1815, 3546, 1959, 1746, 1443, 3822, 1915, 3733, 1128, 1454, 3947, 1329, 1227, 3879, 1554, 3679, 1828, 1376, 3795, 3520, 3953, 3612, 1717, 3848, 1563, 1536, 1447, 3800, 1868, 1160, 1989, 3771, 3898, 1990, 1556, 1683, 1880, 3893, 1273, 1605, 1749, 1492, 1936, 1738, 1573, 1606, 1219, 1709, 1589, 1713, 1339, 3636, 1239, 1677, 1459, 1731, 1968, 1977, 1118, 3924, 1020, 1910, 1390, 1100, 3904, 3758, 1106, 1419, 1307, 3682, 1161, 1385, 3849, 3976, 1820, 3688, 3746, 1126, 1530, 3605, 3551, 1500, 1444, 1689, 3559, 1195, 1229, 3663, 1522, 1432, 1453, 1099, 3789, 3542, 1602, 3975, 3841, 1655, 1083, 3512, 1947, 1592, 3878, 1733, 1835, 3564, 3685, 3997, 1489, 3529, 1136, 1062, 3907, 1289, 1069, 3615, 1611, 1904, 1741, 3503, 1773, 1929, 3586, 1978, 1412, 1699, 3865, 3714, 1658, 3554, 1098, 1517, 1760, 1096, 1949, 1708, 3950, 1491, 3951, 1277, 1858, 1509, 1456, 1030, 1346, 1179, 1572, 1817, 3993, 1780, 1210, 3674, 1648, 1801, 1964, 3782, 3814, 1392, 3804, 1809, 3944, 3581, 3749, 3776, 3598, 3671, 3935, 1826, 3755, 3989, 1955, 1410, 3939, 3853, 1439, 1628, 1288, 3974, 3738, 1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 1065, 1451, 1774, 1375, 1549, 1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.15, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/brainphantom256x256_pdps_known_zerodual_15_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 8.417002391070127e-6 561764.4291806474 -0.02636674332749045 0.0041734697881560985 -2 0.027820457995403558 477780.1911905471 0.4727406757380256 0.007392494550781689 -3 0.041207000002032146 445917.087898778 0.8539140607374829 0.010069665864595012 -4 0.0689165000221692 399722.1777351393 1.1814775051209048 0.01206703098275115 -5 0.08229975003632717 362524.57673196757 1.4922690080185277 0.014042451163532112 -6 0.11006766703212634 323167.97537741537 1.7754944575834577 0.01508482569419906 -7 0.1234048750193324 284003.08186996885 2.0830435884394536 0.015941529087566995 -8 0.15121916600037366 246036.62501508795 2.397592669599506 0.01769874438581332 -9 0.1645486659836024 205289.30687570947 2.7246366424854465 0.019819222915664732 -10 0.1933784159773495 166518.3437515223 3.046645922327711 0.021419885750702854 -11 0.20668962397030555 129431.9598132956 3.383895663760555 0.023311111836831093 -12 0.23449379098019563 92426.76101799321 3.7170275054469064 0.026093821873056477 -13 0.24785520698060282 56239.67911765407 4.060330686248957 0.02889385552418672 -14 0.27553083197562955 20655.345664714732 4.406071274468021 0.034948265482444334 -15 0.2888694569701329 -10628.829435180452 4.7464343299667675 0.03570432755419898 -16 0.3165709989552852 -42685.29710947524 5.09999542278511 0.04368141902332796 -17 0.3298920829547569 -63299.54779569378 5.417650255125764 0.03836780958154917 -18 0.3576078739424702 -105700.55305971668 5.815058755545951 0.06961002429483774 -19 0.37095554094412364 -136126.96191345548 6.182079030583943 0.08845381424367746 -20 0.39862887395429425 -165283.99066883844 6.549971469614685 0.11495759048821691 -30 0.6042374569515232 -350500.7872112648 10.252427224594552 0.4471126464336167 -40 0.8090007909631822 -421414.1021391849 13.745084438160491 0.5359227561921107 -50 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img/brainphantom256x256_pdps_known_zerodual_15_10000_9000_reco_frame800.png Binary file img/brainphantom256x256_pdps_known_zerodual_15_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_zerodual_20_10000_9000.txt --- a/img/brainphantom256x256_pdps_known_zerodual_20_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 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img/brainphantom256x256_pdps_known_zerodual_20_10000_9000_reco_frame500.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_zerodual_20_10000_9000_reco_frame800.png Binary file img/brainphantom256x256_pdps_known_zerodual_20_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_zerodual_25_10000_9000.txt --- a/img/brainphantom256x256_pdps_known_zerodual_25_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 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0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.25, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/brainphantom256x256_pdps_known_zerodual_25_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 9.542010957375169e-6 565295.3803130721 -0.02636674332749045 0.0041734697881560985 -2 0.028729458019370213 479931.97125734057 0.4727406757380256 0.007392494550781689 -3 0.04260549999889918 447342.41558703786 0.8539140607374829 0.010069665864595012 -4 0.07128829200519249 400816.24284094496 1.1814775051209048 0.01206703098275115 -5 0.08510683398344554 363400.2826415747 1.4922690080185277 0.014042451163532112 -6 0.11325941697577946 324015.2879919201 1.7754944575834577 0.01508482569419906 -7 0.12700449998374097 284728.41281393566 2.0830435884394536 0.015941529087566995 -8 0.1556558329903055 246671.37771481354 2.397592669599506 0.01769874438581332 -9 0.16950949898455292 205852.8536592255 2.7246366424854465 0.019819222915664732 -10 0.19899603998055682 167052.39398645406 3.046645922327711 0.021419885750702854 -11 0.2128069989848882 129916.2943854115 3.383895663760555 0.023311111836831093 -12 0.24161258197273128 92879.81278921828 3.7170275054469064 0.026093821873056477 -13 0.255499915976543 56665.16300268605 4.060330686248957 0.02889385552418672 -14 0.2841892069845926 21058.857743178218 4.406071274468021 0.034948265482444334 -15 0.29799845698289573 -10248.710840869799 4.7464343299667675 0.03570432755419898 -16 0.32684108198736794 -42326.13060090378 5.09999542278511 0.04368141902332796 -17 0.34065179096069187 -62953.14958522582 5.417650255125764 0.03836780958154917 -18 0.3692843329627067 -105381.42446500185 5.815058755545951 0.06961002429483774 -19 0.38316295796539634 -135821.4159877795 6.182079030583943 0.08845381424367746 -20 0.4118146659457125 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20.512673853422765 0.6128868277123647 -3400 70.35896403901279 -460780.951911309 20.59940201450136 0.6182434157116807 -3500 72.3981922470266 -460838.69866366533 20.721798843383645 0.6319543021296905 -3600 74.43291195502388 -461779.569859792 21.721787076828377 0.6718406246758974 -3700 76.46570887204143 -461698.951156383 21.96519136008503 0.6772952205049021 -3800 78.51025233004475 -461571.7922103962 22.052473958616435 0.6810839610534091 -3900 80.57786433002912 -461656.8739047999 22.09139141098718 0.6825147958910878 -4000 82.61989341402659 -461427.76087241067 22.11075340450595 0.6839747971613462 diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_zerodual_25_10000_9000_reco_frame100.png Binary file img/brainphantom256x256_pdps_known_zerodual_25_10000_9000_reco_frame100.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_zerodual_25_10000_9000_reco_frame1000.png Binary file 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img/brainphantom256x256_pdps_known_zerodual_25_10000_9000_reco_frame500.png Binary file img/brainphantom256x256_pdps_known_zerodual_25_10000_9000_reco_frame500.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/brainphantom256x256_pdps_known_zerodual_25_10000_9000_reco_frame800.png Binary file img/brainphantom256x256_pdps_known_zerodual_25_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/dummy.txt --- a/img/dummy.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,1 +0,0 @@ -This is a placeholder to ensure the existence of the containing directory. diff -r dec72b794b08 -r cbedcfcc0557 img/lighthouse200x300_pdps_known_dualscaling_10_10000_100.txt --- a/img/lighthouse200x300_pdps_known_dualscaling_10_10000_100.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,138 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 9329, 9152, 9956, 3319, 4527, 2746, 9246, 3943, 3292, 4238, 3651, 2920, 4720, 9374, 2570, 9593, 2783, 4811, 3105, 9277, 8714, 8845, 9816, 3570, 4169, 8723, 3288, 4548, 9175, 9168, 9618, 4910, 3557, 8918, 9164, 3382, 8769, 3937, 3338, 2982, 4282, 4951, 4764, 9464, 3044, 4817, 9558, 9698, 3587, 9070, 2775, 9318, 8928, 3628, 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img/lighthouse200x300_pdps_known_dualscaling_10_10000_100_reco_frame8700.png Binary file img/lighthouse200x300_pdps_known_dualscaling_10_10000_100_reco_frame8700.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/lighthouse200x300_pdps_known_dualscaling_10_10000_100_reco_frame9000.png Binary file img/lighthouse200x300_pdps_known_dualscaling_10_10000_100_reco_frame9000.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/lighthouse200x300_pdps_known_dualscaling_15_10000_100.txt --- a/img/lighthouse200x300_pdps_known_dualscaling_15_10000_100.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,138 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init 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0.025, shake = 2.0, α = 0.15, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, save_prefix = "img/lighthouse200x300_pdps_known_dualscaling_15_10000_100", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 9.874987881630659e-6 16984.761585634194 4.935377882355947 0.010713389784152977 -2 0.0027119579899590462 16899.04943222457 4.998437925198697 0.020167776916004417 -3 0.004103791987290606 16735.738837968725 5.055399242198799 0.031014697863913088 -4 0.006627541995840147 16658.329523980876 5.134526099131692 0.043851328024904525 -5 0.008209749998059124 16503.509088469254 5.21322431509393 0.05296884452515972 -6 0.011303667008178309 16256.450735775905 5.299711790642312 0.06424931027495201 -7 0.012664666981436312 15933.628903311705 5.401071004967975 0.0738592625611055 -8 0.015408250968903303 15961.84734063779 5.499924841089031 0.08186533814363314 -9 0.017113167967181653 15847.497873530769 5.5741715093113235 0.09785657741832836 -10 0.019896834943210706 15492.978363763645 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params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 9329, 9152, 9956, 3319, 4527, 2746, 9246, 3943, 3292, 4238, 3651, 2920, 4720, 9374, 2570, 9593, 2783, 4811, 3105, 9277, 8714, 8845, 9816, 3570, 4169, 8723, 3288, 4548, 9175, 9168, 9618, 4910, 3557, 8918, 9164, 3382, 8769, 3937, 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16296.803257645766 5.299663766547567 0.0642061464647716 -7 0.013368957035709172 15975.082251371572 5.401017116701978 0.073811915143427 -8 0.016335207037627697 16000.244121736117 5.49986493305982 0.08180561442369254 -9 0.01784649904584512 15882.48468782912 5.574095338729615 0.09777362470915787 -10 0.020734458055812865 15527.741561809391 5.654341058595181 0.10205444293100065 -11 0.02225279205595143 15480.574771817053 5.749979142212723 0.11785038550061279 -12 0.025177667062962428 15267.54491858171 5.861333637581488 0.12359123990381021 -13 0.026917334063909948 15092.740384660718 5.923824334276979 0.1320814236843775 -14 0.0298229590698611 14927.06139283973 6.032447183530523 0.14498740617685518 -15 0.03135391807882115 14694.278962024011 6.153097843748121 0.15162756800274274 -16 0.0341929180722218 14670.373785462638 6.216867167939023 0.1685549736438139 -17 0.03583287607762031 14559.3038485142 6.313383539073016 0.1702303832473854 -18 0.03841058409307152 14413.009703600326 6.417563287643835 0.17752490986873415 -19 0.04007275108597241 14210.389453141972 6.479987269118776 0.18961002848477174 -20 0.04303604309097864 14050.796545018826 6.5451882546540965 0.20562288108654211 -30 0.06515533407218754 12906.12160774945 7.463154190448165 0.28225856476909855 -40 0.08681112606427632 12102.442865613792 8.261237521109726 0.3751554738663678 -50 0.10858408405329101 11157.900409419715 9.102506215708015 0.4280646469901068 -60 0.13020933404914103 10592.960436038506 9.854104019182103 0.43734075803180505 -70 0.15214208405814134 10120.120287526039 10.680161043379403 0.5161020362920886 -80 0.17406491705332883 9667.17339043091 11.459513813375967 0.5119821523140893 -90 0.19674004206899554 9221.690560230856 12.267785963563949 0.5687482485216909 -100 0.2190253750886768 8936.660349583639 13.002258665329666 0.6136164931763106 -110 0.24073479109210894 8843.528605139709 13.68885608761831 0.60704842288698 -120 0.2629628741124179 8697.115497912979 14.453896912894798 0.6162156328681156 -130 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- - - \ No newline at end of file diff -r dec72b794b08 -r cbedcfcc0557 img/lighthouse200x300_pdps_known_greedy_10_10000_100.txt --- a/img/lighthouse200x300_pdps_known_greedy_10_10000_100.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,138 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 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img/lighthouse200x300_pdps_known_greedy_10_10000_100_reco_frame7500.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/lighthouse200x300_pdps_known_greedy_10_10000_100_reco_frame8000.png Binary file img/lighthouse200x300_pdps_known_greedy_10_10000_100_reco_frame8000.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/lighthouse200x300_pdps_known_greedy_10_10000_100_reco_frame8700.png Binary file img/lighthouse200x300_pdps_known_greedy_10_10000_100_reco_frame8700.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/lighthouse200x300_pdps_known_greedy_10_10000_100_reco_frame9000.png Binary file img/lighthouse200x300_pdps_known_greedy_10_10000_100_reco_frame9000.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/lighthouse200x300_pdps_known_greedy_15_10000_100.txt --- a/img/lighthouse200x300_pdps_known_greedy_15_10000_100.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,138 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 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3548, 8834, 3106, 2750, 4704, 9518, 9462, 2669, 9047, 4270, 2960, 4598, 3374, 3805, 4418, 9094, 9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.15, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, save_prefix = "img/lighthouse200x300_pdps_known_greedy_15_10000_100", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 9.459006832912564e-6 16984.761585634194 4.935377882355947 0.010713389784152977 -2 0.0027665839879773557 16913.30637293789 4.998339471715698 0.020038460127813636 -3 0.004400917998282239 16751.874548588195 5.055282677025294 0.030773503136381827 -4 0.0074785009783227 16675.59318989853 5.134405200055879 0.04348267882173725 -5 0.009071666980162263 16519.627023682413 5.213092574877857 0.05250707337965823 -6 0.011895957955857739 16283.880989107562 5.299151092604632 0.06313438010905992 -7 0.013695832953089848 15956.7559086914 5.400513910462024 0.07276459073603986 -8 0.016906540957279503 15984.286601574102 5.499275613913268 0.08077218823403695 -9 0.018733498960500583 15862.034115549892 5.5734809701428585 0.09697670465303475 -10 0.02270516596036032 15505.973513050476 5.653702898047572 0.1013115025623551 -11 0.024344290955923498 15457.665117831717 5.7491675725363836 0.1169407551820293 -12 0.02728391595883295 15244.052573853878 5.860435185270816 0.12255516472196427 -13 0.02985308296047151 15067.288572432637 5.922866449282072 0.13061598788737439 -14 0.03276779197040014 14902.02122627321 6.031645949725149 0.1433379387176869 -15 0.03455779197975062 14669.508552244712 6.152522947001659 0.15063014383534631 -16 0.03803112599416636 14644.807368261618 6.21603819836686 0.16736886395539902 -17 0.03989208399434574 14533.760754238756 6.312268536142362 0.16907540018380526 -18 0.04292820897535421 14384.678516758857 6.416757464309095 0.1762789165922429 -19 0.044509708968689665 14182.897167955603 6.47894409921748 0.18836096699180307 -20 0.04720804197131656 14023.868552695294 6.543847427858075 0.20448784195041242 -30 0.07033574994420633 12880.595060249443 7.459508950299395 0.2781634584727047 -40 0.09238099993672222 12068.489015562742 8.256153778039806 0.37002593930122496 -50 0.11472004192182794 11128.81971841798 9.094205226938325 0.4201305009805389 -60 0.1372836669033859 10558.363284464049 9.841755340051355 0.4286222935145585 -70 0.15999600090435706 10084.916766784721 10.664921806472535 0.5085967277125533 -80 0.1824061258812435 9632.188346162278 11.438587529886286 0.5021162328825586 -90 0.20564962588832714 9185.87847980603 12.241266182626946 0.5596539213224592 -100 0.22782233389443718 8902.535295382342 12.97424502922588 0.6061899419412976 -110 0.2499515418894589 8812.924290869876 13.655475091728793 0.5992575123150529 -120 0.2739960418839473 8661.616220113547 14.41142472921532 0.6077387165768228 -130 0.2977702918869909 8430.662622999736 15.10399522447688 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+++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,138 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 9329, 9152, 9956, 3319, 4527, 2746, 9246, 3943, 3292, 4238, 3651, 2920, 4720, 9374, 2570, 9593, 2783, 4811, 3105, 9277, 8714, 8845, 9816, 3570, 4169, 8723, 3288, 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img/lighthouse200x300_pdps_known_greedy_25_10000_100_reco_frame8700.png Binary file img/lighthouse200x300_pdps_known_greedy_25_10000_100_reco_frame8700.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/lighthouse200x300_pdps_known_greedy_25_10000_100_reco_frame9000.png Binary file img/lighthouse200x300_pdps_known_greedy_25_10000_100_reco_frame9000.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/lighthouse200x300_pdps_known_noprediction_10_10000_100.txt --- a/img/lighthouse200x300_pdps_known_noprediction_10_10000_100.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,138 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, 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img/lighthouse200x300_pdps_known_noprediction_25_10000_100.txt --- a/img/lighthouse200x300_pdps_known_noprediction_25_10000_100.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,138 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 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img/lighthouse200x300_pdps_known_primalonly_10_10000_100_reco_frame9000 2.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/lighthouse200x300_pdps_known_primalonly_10_10000_100_reco_frame9000.png Binary file img/lighthouse200x300_pdps_known_primalonly_10_10000_100_reco_frame9000.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/lighthouse200x300_pdps_known_primalonly_15_10000_100.txt --- a/img/lighthouse200x300_pdps_known_primalonly_15_10000_100.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,138 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 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img/lighthouse200x300_pdps_known_primalonly_20_10000_100.txt --- a/img/lighthouse200x300_pdps_known_primalonly_20_10000_100.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,138 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 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= (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 9909, 3326, 9439, 3711, 2874, 4738, 4836, 4464, 3271, 9776, 4587, 9329, 9152, 9956, 3319, 4527, 2746, 9246, 3943, 3292, 4238, 3651, 2920, 4720, 9374, 2570, 9593, 2783, 4811, 3105, 9277, 8714, 8845, 9816, 3570, 4169, 8723, 3288, 4548, 9175, 9168, 9618, 4910, 3557, 8918, 9164, 3382, 8769, 3937, 3338, 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img/lighthouse200x300_pdps_known_primalonly_25_10000_100_reco_frame8700.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/lighthouse200x300_pdps_known_primalonly_25_10000_100_reco_frame9000 2.png Binary file img/lighthouse200x300_pdps_known_primalonly_25_10000_100_reco_frame9000 2.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/lighthouse200x300_pdps_known_primalonly_25_10000_100_reco_frame9000.png Binary file img/lighthouse200x300_pdps_known_primalonly_25_10000_100_reco_frame9000.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/lighthouse200x300_pdps_known_proximal_10_10000_100.txt --- a/img/lighthouse200x300_pdps_known_proximal_10_10000_100.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,138 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 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3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.1, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, phantom_ρ = 100, save_prefix = "img/lighthouse200x300_pdps_known_proximal_10_10000_100", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 1.387501833960414e-5 16958.913359233207 4.935377882355947 0.010713389784152977 -2 0.002906500012613833 16866.26579644351 4.9983025463613195 0.020201257421640403 -3 0.004512291023274884 16697.961814993094 5.055058263585236 0.031092225372609816 -4 0.0071885410288814455 16616.10360575547 5.134024660775723 0.04396293346299164 -5 0.008739707031054422 16459.7924529529 5.212403863788442 0.053062932651851115 -6 0.011498541047330946 16201.804449736424 5.298780417793808 0.06460884419628998 -7 0.012992166040930897 15877.03127541026 5.399838270581153 0.07420385841452375 -8 0.015797958039911464 15913.588544397016 5.498116021497178 0.08170402672330164 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2805, 4328, 4293, 9596, 9086, 9994, 8787, 8753, 9411, 9493, 4201, 9478, 3240, 4734, 9819, 4197, 3066, 3204, 3738, 9957, 9153, 9408, 2759, 2736, 3469, 4564, 3645, 3436, 3523, 4070, 4269, 8795, 2636, 3511, 9810, 3097, 8713, 9430, 9989, 4149, 3606, 4146, 9196, 9142, 3281, 9443, 9861, 2642, 3578, 9551, 3098, 2854, 2655, 4798, 3323, 3687, 4612, 3403, 9272, 8972, 3816, 2980, 4074, 4929, 8749, 3548, 8834, 3106, 2750, 4704, 9518, 9462, 2669, 9047, 4270, 2960, 4598, 3374, 3805, 4418, 9094, 9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.15, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, phantom_ρ = 100, save_prefix = "img/lighthouse200x300_pdps_known_proximal_15_10000_100", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 8.082977728918195e-6 16984.761585634194 4.935377882355947 0.010713389784152977 -2 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img/lighthouse200x300_pdps_known_proximal_15_10000_100_reco_frame8700.png Binary file img/lighthouse200x300_pdps_known_proximal_15_10000_100_reco_frame8700.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/lighthouse200x300_pdps_known_proximal_15_10000_100_reco_frame9000 2.png Binary file img/lighthouse200x300_pdps_known_proximal_15_10000_100_reco_frame9000 2.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/lighthouse200x300_pdps_known_proximal_15_10000_100_reco_frame9000.png Binary file img/lighthouse200x300_pdps_known_proximal_15_10000_100_reco_frame9000.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/lighthouse200x300_pdps_known_proximal_20_10000_100.txt --- a/img/lighthouse200x300_pdps_known_proximal_20_10000_100.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,138 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 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0.017680415970971808 15971.085750110955 5.496132544097252 0.08082216387400816 -9 0.01960137495188974 15865.719624547002 5.570256695723352 0.0960459501093034 -10 0.022788124944781885 15514.178513538223 5.649517342685286 0.0999115044589221 -11 0.024723665934288874 15461.95765137635 5.744775365490683 0.11524515175679359 -12 0.027791624946985394 15247.99091229823 5.855278976012473 0.12068795098435735 -13 0.02959887494216673 15053.927589378654 5.917002305575964 0.12937187566626412 -14 0.03257770792697556 14887.5609163802 6.024919187215691 0.14153241411458115 -15 0.03452370793092996 14675.798005168244 6.145238020748268 0.14634333977898348 -16 0.037591040949337184 14649.33912489943 6.208144530209365 0.1623549370787059 -17 0.039485457964474335 14541.908779660549 6.303961910531866 0.16412106170690302 -18 0.042426332976901904 14387.247879004435 6.407259446030583 0.1708197792606755 -19 0.044304040988208726 14190.92233718795 6.4687940631001375 0.18181880676683457 -20 0.047479456989094615 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img/lighthouse200x300_pdps_known_proximal_20_10000_100_reco_frame9000.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/lighthouse200x300_pdps_known_proximal_25_10000_100.txt --- a/img/lighthouse200x300_pdps_known_proximal_25_10000_100.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,138 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 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- -
- - - \ No newline at end of file diff -r dec72b794b08 -r cbedcfcc0557 img/lighthouse200x300_pdps_known_rotation_10_10000_100.txt --- a/img/lighthouse200x300_pdps_known_rotation_10_10000_100.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,138 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 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img/lighthouse200x300_pdps_known_rotation_10_10000_100_reco_frame9000 2.png Binary file img/lighthouse200x300_pdps_known_rotation_10_10000_100_reco_frame9000 2.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/lighthouse200x300_pdps_known_rotation_10_10000_100_reco_frame9000.png Binary file img/lighthouse200x300_pdps_known_rotation_10_10000_100_reco_frame9000.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/lighthouse200x300_pdps_known_rotation_15_10000_100.txt --- a/img/lighthouse200x300_pdps_known_rotation_15_10000_100.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,138 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, 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- - - \ No newline at end of file diff -r dec72b794b08 -r cbedcfcc0557 img/lighthouse200x300_pdps_known_zerodual_10_10000_100.txt --- a/img/lighthouse200x300_pdps_known_zerodual_10_10000_100.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,138 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 250, 100]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([4986, 4700, 3634, 4576, 4901, 9676, 9923, 4522, 9773, 3406, 3672, 2841, 8908, 9835, 2876, 4978, 9802, 3337, 4136, 4150, 3293, 3220, 4888, 4030, 3324, 3982, 3298, 3646, 3719, 9614, 4011, 8897, 3855, 3111, 4584, 4081, 3163, 3914, 9523, 4582, 9306, 4687, 2989, 3762, 4021, 4357, 3408, 9883, 9266, 4962, 9387, 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img/lighthouse200x300_pdps_known_zerodual_10_10000_100_reco_frame8700.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/lighthouse200x300_pdps_known_zerodual_10_10000_100_reco_frame9000 2.png Binary file img/lighthouse200x300_pdps_known_zerodual_10_10000_100_reco_frame9000 2.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/lighthouse200x300_pdps_known_zerodual_10_10000_100_reco_frame9000.png Binary file img/lighthouse200x300_pdps_known_zerodual_10_10000_100_reco_frame9000.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/lighthouse200x300_pdps_known_zerodual_15_10000_100.txt --- a/img/lighthouse200x300_pdps_known_zerodual_15_10000_100.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,138 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 10000, save_results = true, save_images = true, save_images_iters = Set([5, 10000, 3000, 30, 5000, 1000, 1, 6000, 300, 2000, 2500, 7000, 3, 8000, 9000, 500, 25, 50, 7500, 2, 10, 4000, 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9479, 3273, 3216, 9840, 9539, 3960, 2799, 2625, 2784, 3698, 4759, 9885, 3515, 3422, 9215, 3028, 3555, 4233, 3591, 9755, 3847, 4724, 4496, 4159, 8992, 4301]), noise_level = 0.5, shake_noise_level = 0.025, shake = 2.0, α = 0.25, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, save_prefix = "img/lighthouse200x300_pdps_known_zerodual_25_10000_100", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 1.1333002476021647e-5 17036.45803843617 4.935377882355947 0.010713389784152977 -2 0.0021234579908195883 16955.052018590908 4.998467439640534 0.020175804489847262 -3 0.003057457972317934 16796.259505868347 5.0554488134929265 0.031026733530086767 -4 0.005173332989215851 16723.094789391413 5.1346113859779585 0.04386931767223887 -5 0.006136416981462389 16571.137408043236 5.213294114574945 0.052993770843658757 -6 0.008293791965115815 16330.637464138028 5.299879776614907 0.06436660299379718 -7 0.009304416977101937 16013.097947397693 5.401241217870059 0.0739287416433325 -8 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img/lighthouse200x300_pdps_known_zerodual_25_10000_100_reco_frame9000.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/shepplogan256x256_pdps_known_dualscaling_10_10000_9000.txt --- a/img/shepplogan256x256_pdps_known_dualscaling_10_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 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scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/shepplogan256x256_pdps_known_dualscaling_10_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 0.0834464579820633 551878.3375775854 -0.14938477322295188 0.005295187802576954 -2 0.15260066697373986 468812.9625101878 0.3312468094237798 0.007808614420388298 -3 0.16675108298659325 437830.5802892286 0.6988226250411194 0.009994003602973194 -4 0.19539220799924806 392345.9136854262 1.0230683471482094 0.012169503240854878 -5 0.20951837400207296 356090.5859466806 1.3249249220876882 0.0142870405302544 -6 0.23810020700329915 317316.33945813257 1.6068336621714252 0.015037512386742117 -7 0.25222658200073056 279293.5515389062 1.913659324806348 0.017004196817064894 -8 0.28109720698557794 242147.8070998037 2.2242345022860524 0.019391001137177802 -9 0.2952810399874579 201912.3697546894 2.555961131175934 0.021960543767075118 -10 0.32405558199388906 163953.16184470573 2.8788889672299844 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1904, 1741, 3503, 1773, 1929, 3586, 1978, 1412, 1699, 3865, 3714, 1658, 3554, 1098, 1517, 1760, 1096, 1949, 1708, 3950, 1491, 3951, 1277, 1858, 1509, 1456, 1030, 1346, 1179, 1572, 1817, 3993, 1780, 1210, 3674, 1648, 1801, 1964, 3782, 3814, 1392, 3804, 1809, 3944, 3581, 3749, 3776, 3598, 3671, 3935, 1826, 3755, 3989, 1955, 1410, 3939, 3853, 1439, 1628, 1288, 3974, 3738, 1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 1065, 1451, 1774, 1375, 1549, 1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.15, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/shepplogan256x256_pdps_known_dualscaling_15_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 9.459006832912564e-6 553620.2403760896 -0.14938477322295188 0.005295187802576954 -2 0.029638000996783376 469869.0972701791 0.3312679535157725 0.007808912497963319 -3 0.04431429298711009 438539.4235438393 0.6988800130238771 0.009995180697644823 -4 0.07477008397108875 392886.6307588309 1.0231521926220126 0.012171847485767377 -5 0.08931958395987749 356520.6656556148 1.3250049121595333 0.014291461748538107 -6 0.11885612498736009 317727.71865927865 1.6070132533050199 0.015048891152421586 -7 0.1334494579641614 279644.0314285583 1.9139030505592567 0.017024714635774093 -8 0.1630665409611538 242450.57695313919 2.2244618565391097 0.01941607624530472 -9 0.1776729989796877 202179.5330617229 2.556169048368041 0.021991864870036126 -10 0.20717999897897243 164204.71254781322 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img/shepplogan256x256_pdps_known_dualscaling_15_10000_9000_reco_frame800.png Binary file img/shepplogan256x256_pdps_known_dualscaling_15_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/shepplogan256x256_pdps_known_dualscaling_20_10000_9000.txt --- a/img/shepplogan256x256_pdps_known_dualscaling_20_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 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3878, 1733, 1835, 3564, 3685, 3997, 1489, 3529, 1136, 1062, 3907, 1289, 1069, 3615, 1611, 1904, 1741, 3503, 1773, 1929, 3586, 1978, 1412, 1699, 3865, 3714, 1658, 3554, 1098, 1517, 1760, 1096, 1949, 1708, 3950, 1491, 3951, 1277, 1858, 1509, 1456, 1030, 1346, 1179, 1572, 1817, 3993, 1780, 1210, 3674, 1648, 1801, 1964, 3782, 3814, 1392, 3804, 1809, 3944, 3581, 3749, 3776, 3598, 3671, 3935, 1826, 3755, 3989, 1955, 1410, 3939, 3853, 1439, 1628, 1288, 3974, 3738, 1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 1065, 1451, 1774, 1375, 1549, 1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.2, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/shepplogan256x256_pdps_known_dualscaling_20_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 8.99998121894896e-6 555362.1431745938 -0.14938477322295188 0.005295187802576954 -2 0.028405958000803366 470925.17616532935 0.33128901310516273 0.007809209856234543 -3 0.04285175001132302 439247.75044379354 0.6989382300321884 0.00999638774451896 -4 0.07197379099670798 393426.83171812515 1.023238034213088 0.012174303324216627 -5 0.08639979100553319 356950.23877562676 1.3250861043160929 0.014295990677234218 -6 0.1157831660239026 318137.9274369853 1.6071912534559465 0.015060192390215851 -7 0.1303349580266513 279993.0787466161 1.914145246841622 0.01704517669489634 -8 0.1585559580125846 242752.0467490483 2.2246877327461028 0.019441041133600276 -9 0.17258779201074503 202445.33188692178 2.5563756699696922 0.02202305698975953 -10 0.20218791702063754 164454.38558355687 2.879418814858789 0.023968973639743436 -11 0.21607508300803602 128200.8062427812 3.2174676469673913 0.027058432983705877 -12 0.24430466600460932 91926.03363650513 3.5534699131127763 0.030037586580614537 -13 0.2590638320252765 56748.446533691975 3.9017331506567814 0.033945296904857286 -14 0.2877003730391152 21615.13919826201 4.254521072486488 0.039096676555540597 -15 0.3023457480594516 -6876.178259919853 4.587655773051368 0.042054649396762914 -16 0.33238462306326255 -38079.7835645778 4.948790430420934 0.04883603272349871 -17 0.3468871230725199 -54912.78237027924 5.230768445761113 0.05027542016784221 -18 0.3762657060578931 -100157.8414352843 5.692035903013096 0.06676012710241425 -19 0.3907156230707187 -130958.08134638345 6.080431101984987 0.08022366166468053 -20 0.42007783107692376 -160907.02769993476 6.47497545271817 0.09259383030165247 -30 0.6398833730781917 -372455.9932077385 10.608607966026014 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img/shepplogan256x256_pdps_known_dualscaling_20_10000_9000_reco_frame500.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/shepplogan256x256_pdps_known_dualscaling_20_10000_9000_reco_frame800.png Binary file img/shepplogan256x256_pdps_known_dualscaling_20_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/shepplogan256x256_pdps_known_dualscaling_25_10000_9000.txt --- a/img/shepplogan256x256_pdps_known_dualscaling_25_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 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noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.25, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/shepplogan256x256_pdps_known_dualscaling_25_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 9.207986295223236e-6 557104.045973098 -0.14938477322295188 0.005295187802576954 -2 0.028936165967024863 471981.20537266677 0.331309931470565 0.00780950109675331 -3 0.04338904097676277 439955.54370681307 0.6989971807327523 0.009997610420959629 -4 0.07302166597219184 393966.5089843691 1.0233257317790625 0.012176867273167604 -5 0.08742412397987209 357379.33105922735 1.325168063318857 0.014300643001064286 -6 0.11671808297978714 318547.1121639246 1.6073666757774265 0.01507146583349386 -7 0.13124520797282457 280340.82108179317 1.9143848575246258 0.01706564444670293 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- -
- - - \ No newline at end of file diff -r dec72b794b08 -r cbedcfcc0557 img/shepplogan256x256_pdps_known_greedy_10_10000_9000.txt --- a/img/shepplogan256x256_pdps_known_greedy_10_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 3540, 3524, 1356, 3762, 1466, 3711, 1036, 3549, 1171, 1739, 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false, save_prefix = "img/shepplogan256x256_pdps_known_greedy_10_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 1.3249984476715326e-5 551878.3375775854 -0.14938477322295188 0.005295187802576954 -2 0.02859279199037701 468827.564316725 0.33258274578096236 0.007825034688697092 -3 0.04274737599189393 437747.8869922036 0.7002955474560318 0.010030756520539974 -4 0.0713810010056477 392278.01814471214 1.0245663108570522 0.012230094609696133 -5 0.08559258401510306 355957.6921161749 1.3264605799838103 0.014388679431533515 -6 0.11425462600891478 317177.8182759224 1.6085920864360725 0.015153047132392357 -7 0.12834146001841873 279190.1276659364 1.9153471626502185 0.017155802802958454 -8 0.15691741902264766 242042.9238473173 2.2259422892274157 0.01959554256619074 -9 0.1710460850445088 201836.0443962774 2.557672815522421 0.02223424084623279 -10 0.19956012605689466 163887.40527375854 2.880699844953796 0.024199859736346176 -11 0.21370525105157867 127685.80895811 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img/shepplogan256x256_pdps_known_greedy_15_10000_9000.txt --- a/img/shepplogan256x256_pdps_known_greedy_15_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 3540, 3524, 1356, 3762, 1466, 3711, 1036, 3549, 1171, 1739, 1625, 1669, 1058, 1814, 3963, 1102, 1388, 1905, 3765, 3943, 1570, 3651, 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0.02763388543331103 -12 0.25106720995972864 91629.5077130603 3.556001197799633 0.0306894677620353 -13 0.2657002099440433 56481.04527565606 3.90437350291794 0.03469483766097264 -14 0.2952019599615596 21361.473074476362 4.2572541963916875 0.039901169920085675 -15 0.31061195995425805 -7108.543775977211 4.590405475289975 0.04311725318476962 -16 0.34164062593481503 -38299.138930370886 4.951678227271029 0.050146494343168355 -17 0.3568293339340016 -55102.571536458934 5.233831690493219 0.05160995795406871 -18 0.38693225095630623 -100313.97732806295 5.695288878231137 0.0681512585777034 -19 0.40184158395277336 -131102.59293175454 6.08391429708894 0.08168933041329474 -20 0.43157029192661867 -161054.267560606 6.478750721908995 0.0942212801195893 -30 0.654042124922853 -372592.4349662114 10.615201599863994 0.3572451454434039 -40 0.8750987919338513 -458910.95167731954 14.341691956088757 0.5273280488094045 -50 1.0948669169447385 -484567.9989557289 16.399244195419463 0.6241771729298102 -60 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img/shepplogan256x256_pdps_known_greedy_20_10000_9000.txt --- a/img/shepplogan256x256_pdps_known_greedy_20_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 3540, 3524, 1356, 3762, 1466, 3711, 1036, 3549, 1171, 1739, 1625, 1669, 1058, 1814, 3963, 1102, 1388, 1905, 3765, 3943, 1570, 3651, 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1940, 1369, 3673, 1691, 1518, 3889, 1071, 1897, 1985, 1603, 1967, 1024, 3887, 1867, 3739, 1446, 1841, 1427, 3768, 3577, 1317, 3808, 3619, 1974, 1798, 3891, 1815, 3546, 1959, 1746, 1443, 3822, 1915, 3733, 1128, 1454, 3947, 1329, 1227, 3879, 1554, 3679, 1828, 1376, 3795, 3520, 3953, 3612, 1717, 3848, 1563, 1536, 1447, 3800, 1868, 1160, 1989, 3771, 3898, 1990, 1556, 1683, 1880, 3893, 1273, 1605, 1749, 1492, 1936, 1738, 1573, 1606, 1219, 1709, 1589, 1713, 1339, 3636, 1239, 1677, 1459, 1731, 1968, 1977, 1118, 3924, 1020, 1910, 1390, 1100, 3904, 3758, 1106, 1419, 1307, 3682, 1161, 1385, 3849, 3976, 1820, 3688, 3746, 1126, 1530, 3605, 3551, 1500, 1444, 1689, 3559, 1195, 1229, 3663, 1522, 1432, 1453, 1099, 3789, 3542, 1602, 3975, 3841, 1655, 1083, 3512, 1947, 1592, 3878, 1733, 1835, 3564, 3685, 3997, 1489, 3529, 1136, 1062, 3907, 1289, 1069, 3615, 1611, 1904, 1741, 3503, 1773, 1929, 3586, 1978, 1412, 1699, 3865, 3714, 1658, 3554, 1098, 1517, 1760, 1096, 1949, 1708, 3950, 1491, 3951, 1277, 1858, 1509, 1456, 1030, 1346, 1179, 1572, 1817, 3993, 1780, 1210, 3674, 1648, 1801, 1964, 3782, 3814, 1392, 3804, 1809, 3944, 3581, 3749, 3776, 3598, 3671, 3935, 1826, 3755, 3989, 1955, 1410, 3939, 3853, 1439, 1628, 1288, 3974, 3738, 1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 1065, 1451, 1774, 1375, 1549, 1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.2, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/shepplogan256x256_pdps_known_greedy_20_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 9.08400397747755e-6 555362.1431745938 -0.14938477322295188 0.005295187802576954 -2 0.028696583991404623 470935.1987506583 0.33383629126346565 0.007839749186720642 -3 0.04279550097999163 439062.3463292306 0.7017074296996452 0.010063936555374797 -4 0.07128866799757816 393273.13045255956 1.0260525743241482 0.012284202942329566 -5 0.0852513340068981 356673.0077254753 1.3279667241211244 0.01448439732119855 -6 0.11360662500374019 317845.222403554 1.610483121032844 0.015274347846440404 -7 0.12822829201468267 279771.03044175863 1.9173369331880177 0.017333395536013103 -8 0.15654637501575053 242532.74091913475 2.2279208106480035 0.019832178709991613 -9 0.17050920802284963 202281.70737551866 2.5595930914398872 0.0225436511464744 -10 0.19956554099917412 164308.64879908419 2.8828267495067275 0.024589777061305537 -11 0.21352941598161124 128055.18634299758 3.221028226092862 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2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 3540, 3524, 1356, 3762, 1466, 3711, 1036, 3549, 1171, 1739, 1625, 1669, 1058, 1814, 3963, 1102, 1388, 1905, 3765, 3943, 1570, 3651, 1745, 1574, 1864, 1117, 1859, 1338, 1636, 3915, 1861, 3754, 3570, 1896, 3510, 1075, 1342, 3557, 1725, 1873, 1526, 1769, 1185, 1928, 3937, 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a/img/shepplogan256x256_pdps_known_noprediction_15_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 3540, 3524, 1356, 3762, 1466, 3711, 1036, 3549, 1171, 1739, 1625, 1669, 1058, 1814, 3963, 1102, 1388, 1905, 3765, 3943, 1570, 3651, 1745, 1574, 1864, 1117, 1859, 1338, 1636, 3915, 1861, 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1603, 1967, 1024, 3887, 1867, 3739, 1446, 1841, 1427, 3768, 3577, 1317, 3808, 3619, 1974, 1798, 3891, 1815, 3546, 1959, 1746, 1443, 3822, 1915, 3733, 1128, 1454, 3947, 1329, 1227, 3879, 1554, 3679, 1828, 1376, 3795, 3520, 3953, 3612, 1717, 3848, 1563, 1536, 1447, 3800, 1868, 1160, 1989, 3771, 3898, 1990, 1556, 1683, 1880, 3893, 1273, 1605, 1749, 1492, 1936, 1738, 1573, 1606, 1219, 1709, 1589, 1713, 1339, 3636, 1239, 1677, 1459, 1731, 1968, 1977, 1118, 3924, 1020, 1910, 1390, 1100, 3904, 3758, 1106, 1419, 1307, 3682, 1161, 1385, 3849, 3976, 1820, 3688, 3746, 1126, 1530, 3605, 3551, 1500, 1444, 1689, 3559, 1195, 1229, 3663, 1522, 1432, 1453, 1099, 3789, 3542, 1602, 3975, 3841, 1655, 1083, 3512, 1947, 1592, 3878, 1733, 1835, 3564, 3685, 3997, 1489, 3529, 1136, 1062, 3907, 1289, 1069, 3615, 1611, 1904, 1741, 3503, 1773, 1929, 3586, 1978, 1412, 1699, 3865, 3714, 1658, 3554, 1098, 1517, 1760, 1096, 1949, 1708, 3950, 1491, 3951, 1277, 1858, 1509, 1456, 1030, 1346, 1179, 1572, 1817, 3993, 1780, 1210, 3674, 1648, 1801, 1964, 3782, 3814, 1392, 3804, 1809, 3944, 3581, 3749, 3776, 3598, 3671, 3935, 1826, 3755, 3989, 1955, 1410, 3939, 3853, 1439, 1628, 1288, 3974, 3738, 1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 1065, 1451, 1774, 1375, 1549, 1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.15, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/shepplogan256x256_pdps_known_noprediction_15_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 8.208007784560323e-6 553620.2403760896 -0.14938477322295188 0.005295187802576954 -2 0.02762370801065117 513439.3212587065 0.09104785394961323 0.005200245414703512 -3 0.04067983300774358 473517.51931144646 0.342203392237152 0.0053506556410293764 -4 0.06836566599668004 433110.65062826267 0.5990745400884531 0.0056468673139719785 -5 0.08138854100252502 393734.69535154814 0.8192467321010416 0.00018062464361841887 -6 0.1097835410037078 354815.82316064945 1.076499428498285 0.0005679225410536211 -7 0.12284962402191013 316738.9215779871 1.3428489706029556 0.0005174636816589821 -8 0.15046833202359267 278300.3692741485 1.6084120458207227 8.711920660133682e-5 -9 0.16339124902151525 239999.6786048153 1.9072759196239066 0.0021041479748484574 -10 0.1913285410264507 201813.39144418816 2.191391297927679 0.0023319199225912243 -11 0.20468233301653527 164854.3314752581 2.5028967925282526 0.003453292483778092 -12 0.23307424900121987 128439.66380033168 2.799047225686402 0.00429176376918638 -13 0.2464594150078483 92734.47625168406 3.106604809352052 0.00458649388355915 -14 0.27470091500435956 58296.88521130908 3.4028734405316707 0.00440811386847227 -15 0.2881329150113743 24290.011194762814 3.7337906987645724 0.007289683366307183 -16 0.31654224800877273 -7973.2355883908285 4.035851340607019 0.005280381302037795 -17 0.32996791502228007 -37611.42927752244 4.253509810017592 0.0016916188868313724 -18 0.35826704002101906 -69782.19347768293 4.688472771921671 0.00905176091009887 -19 0.37169445704785176 -99472.25510088925 5.010281170765128 0.008671003413021898 -20 0.40015308203874156 -128028.5763035642 5.3362358164647965 0.009083720528801239 -30 0.609399540029699 -340912.8588589325 8.456052031134822 0.05458131969368836 -40 0.8198380400426686 -443415.1415204785 11.32963974444154 0.1920380112451492 -50 1.0293265400396194 -475541.62626084563 12.765962482397683 0.2966670248628602 -60 1.2389924570452422 -484123.99153451424 13.840691853219225 0.350913100846754 -70 1.4530814150639344 -483951.56316579005 13.906766688149713 0.3693560130840968 -80 1.6618760820711032 -483868.09545729455 14.046290119229813 0.37368741458089416 -90 1.8735945400840137 -487370.0117763966 14.98092424448865 0.408731629507986 -100 2.0833326240826864 -487586.45864804543 15.215366616494922 0.43492905198732834 -110 2.276069082086906 -481508.68435806007 13.94450024847766 0.3621380985600092 -120 2.4798389150819276 -483174.575843799 14.388638066204894 0.36440019684795855 -130 2.6797877070785034 -481561.8950563923 14.168455295437855 0.3526884230119835 -140 2.879640082072001 -481824.0092397076 14.191629574411975 0.3505278498797797 -150 3.0833094150875695 -485701.08321704174 15.044101369652614 0.4034840481603547 -160 3.2845406240958255 -487367.8843857522 15.351593543864688 0.42777844959164923 -170 3.4922389570856467 -486733.57192496565 15.614937702145717 0.45347974716581296 -180 3.701769457082264 -487003.6122728525 15.814503505303739 0.46783992293262355 -190 3.911134207068244 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21.007825319610582 0.8760663800497048 -1400 28.68354153999826 -492015.63579888915 21.464790540480184 0.8867818472959474 -1500 30.688802457007114 -491991.1937348859 21.838091327823665 0.8960279515800917 -1600 32.73996504000388 -492057.4123834854 22.15382366185453 0.903908236275906 -1700 34.8127801650262 -491963.54362871713 22.432254238436474 0.9101406072676519 -1800 36.80744249903364 -492149.9663763947 22.676222056732378 0.9155194787483997 -1900 38.88012579100905 -492122.4043354301 22.888114421098997 0.918320653314058 -2000 40.92858916599653 -492166.7528609622 23.080181933509007 0.9222422074531422 -2100 42.952800248982385 -485980.9871985475 15.174632441613545 0.631694189752042 -2200 45.02897987398319 -490894.3549158828 16.741807478683274 0.6436091682622906 -2300 47.0506688739988 -487605.37654196564 16.315039932441277 0.6615566721349979 -2400 49.089052456984064 -488360.24074288766 16.155936545476152 0.6334984037331683 -2500 51.15834120698855 -489662.53508692625 16.328772450633522 0.6691750836939225 -2600 53.18369699898176 -486497.4496612683 15.604110547904142 0.6426202218597742 -2700 55.26458604098298 -489035.4608125701 17.366583295890166 0.686675904174708 -2800 57.30709641598514 -487556.34783364815 16.136285094957763 0.6776496968029558 -2900 59.32944008297636 -484532.03102247475 15.255864056379822 0.6176287789315584 -3000 61.400926374975825 -484137.91164277896 15.073790526052624 0.6176185489614936 -3100 63.42612179098069 -491235.62915240135 16.629025589170176 0.6734824522204577 -3200 65.47315824998077 -489356.9489078681 16.331199139610813 0.6714898515479599 -3300 67.55670274997829 -489823.42326710495 16.35469208710749 0.6545977322885155 -3400 69.55776333398535 -481540.703123049 14.826423692050776 0.5789122644904541 -3500 71.61872500096797 -489635.2126521778 16.29555024013016 0.6608092061301615 -3600 73.65943866796442 -491478.38683525013 18.791719345148284 0.7845807139643839 -3700 75.6668610839697 -491959.9947700074 19.83337508717051 0.8372716798734732 -3800 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img/shepplogan256x256_pdps_known_noprediction_15_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/shepplogan256x256_pdps_known_noprediction_20_10000_9000.txt --- a/img/shepplogan256x256_pdps_known_noprediction_20_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 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256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/shepplogan256x256_pdps_known_noprediction_20_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 7.624999852851033e-6 555362.1431745938 -0.14938477322295188 0.005295187802576954 -2 0.029489708016626537 515112.0661579289 0.09174376174617244 0.005204039997233774 -3 0.04293850000249222 475122.06048080174 0.3436558528108982 0.005358900512331606 -4 0.07126416699611582 434647.77338505216 0.6013489545522483 0.005659392075464252 -5 0.08463712499360554 395203.5824407634 0.8223957195203612 0.00018678086757245436 -6 0.11293104197829962 356217.0364969271 1.0806106194533363 0.0005765562666858288 -7 0.12628666698583402 318073.02311664046 1.3480116039648695 0.0005286857958236611 -8 0.15446533396607265 279563.77148970426 1.6147077080984888 9.772448798260776e-5 -9 0.1678295419551432 241188.32940966912 1.9148486251364445 0.002124371047822644 -10 0.19602729196776636 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cbedcfcc0557 img/shepplogan256x256_pdps_known_noprediction_20_10000_9000_reco_frame800.png Binary file img/shepplogan256x256_pdps_known_noprediction_20_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/shepplogan256x256_pdps_known_noprediction_25_10000_9000.txt --- a/img/shepplogan256x256_pdps_known_noprediction_25_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 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3512, 1947, 1592, 3878, 1733, 1835, 3564, 3685, 3997, 1489, 3529, 1136, 1062, 3907, 1289, 1069, 3615, 1611, 1904, 1741, 3503, 1773, 1929, 3586, 1978, 1412, 1699, 3865, 3714, 1658, 3554, 1098, 1517, 1760, 1096, 1949, 1708, 3950, 1491, 3951, 1277, 1858, 1509, 1456, 1030, 1346, 1179, 1572, 1817, 3993, 1780, 1210, 3674, 1648, 1801, 1964, 3782, 3814, 1392, 3804, 1809, 3944, 3581, 3749, 3776, 3598, 3671, 3935, 1826, 3755, 3989, 1955, 1410, 3939, 3853, 1439, 1628, 1288, 3974, 3738, 1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 1065, 1451, 1774, 1375, 1549, 1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.25, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/shepplogan256x256_pdps_known_noprediction_25_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 9.583978680893779e-6 557104.045973098 -0.14938477322295188 0.005295187802576954 -2 0.02826004195958376 516780.9226607931 0.0924389575960944 0.0052078392342598204 -3 0.04166029195766896 476718.786553023 0.3451054061913222 0.005367160548379015 -4 0.06998529194970615 436173.21873821894 0.603616524672529 0.005671952552691239 -5 0.08334320897120051 396657.2335788942 0.8255320360514911 0.00019300730697056152 -6 0.11175737596931867 357599.1011170847 1.0847010596148186 0.0005852970437129837 -7 0.12510995895718224 319384.79043035617 1.3531428700216785 0.0005400947108461102 -8 0.15385241797775961 280801.74661608983 1.6209585857591393 0.00010846873143333742 -9 0.16720591796911322 242349.39599968 1.9223598493934049 0.0021448720444570447 -10 0.19585341797210276 204000.63458798014 2.209186673382239 0.002382303611170092 -11 0.20920945997931994 166871.3318330205 2.5237354256055546 0.003524687707257555 -12 0.23812104295939207 130270.39425110217 2.8230873196639794 0.004376851446064411 -13 0.25161225197371095 94370.67799380889 3.134195468695013 0.004697874771395046 -14 0.27980475197546184 59730.19328525043 3.434181477722306 0.004522219121016062 -15 0.2934061679698061 25508.401681169547 3.7693200064652235 0.007470946211189882 -16 0.32199612696422264 -6977.831590841575 4.075772511895698 0.005471784747438513 -17 0.33586225198814645 -36847.53990852629 4.297094809698104 0.0018266739187295562 -18 0.36516475200187415 -69230.67723773165 4.738224706938902 0.009391862687841576 -19 0.3790273350023199 -99139.26354929067 5.065397897381864 0.009105733447348325 -20 0.40763887600041926 -127909.4784529298 5.397135238660371 0.009724915132056835 -30 0.6171713759831619 -341904.62837255595 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img/shepplogan256x256_pdps_known_noprediction_25_10000_9000_reco_frame500.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/shepplogan256x256_pdps_known_noprediction_25_10000_9000_reco_frame800.png Binary file img/shepplogan256x256_pdps_known_noprediction_25_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/shepplogan256x256_pdps_known_primalonly_10_10000_9000.txt --- a/img/shepplogan256x256_pdps_known_primalonly_10_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 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noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.1, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/shepplogan256x256_pdps_known_primalonly_10_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 1.1750002158805728e-5 551878.3375775854 -0.14938477322295188 0.005295187802576954 -2 0.027921500004595146 468760.8522205081 0.3311750145137281 0.007807992541242655 -3 0.041303500009234995 437823.1272688628 0.6988970302391797 0.00999559098720379 -4 0.06912258302327245 392322.59976783977 1.0232523911863332 0.012173402555815751 -5 0.08248612502939068 356063.93954711343 1.3250905720322748 0.0142968094167573 -6 0.11050595802953467 317286.5955327687 1.6072608837363065 0.01506223059979918 -7 0.12388379205367528 279269.18939804967 1.914233908753049 0.017049914971091817 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3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.15, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/shepplogan256x256_pdps_known_primalonly_15_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 9.08400397747755e-6 553620.2403760896 -0.14938477322295188 0.005295187802576954 -2 0.030198543012375012 469791.524672931 0.33115916461698314 0.007807962112452199 -3 0.04402333500911482 438525.9690544625 0.6989996626758826 0.009997886556850551 -4 0.07329429301898926 392850.71101904224 1.023447536833673 0.012178637856317995 -5 0.08765204300289042 356479.06915460085 1.325266021949745 0.014307158778875187 -6 0.11734925099881366 317680.8654981554 1.6076568324662446 0.01508650166737932 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img/shepplogan256x256_pdps_known_primalonly_15_10000_9000_reco_frame500.png Binary file img/shepplogan256x256_pdps_known_primalonly_15_10000_9000_reco_frame500.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/shepplogan256x256_pdps_known_primalonly_15_10000_9000_reco_frame800.png Binary file img/shepplogan256x256_pdps_known_primalonly_15_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/shepplogan256x256_pdps_known_primalonly_20_10000_9000.txt --- a/img/shepplogan256x256_pdps_known_primalonly_20_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = 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3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.2, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/shepplogan256x256_pdps_known_primalonly_20_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 9.334005881100893e-6 555362.1431745938 -0.14938477322295188 0.005295187802576954 -2 0.027949084003921598 470822.54608726007 0.3311425526467643 0.007807922722635488 -3 0.04129783401731402 439226.6802458512 0.6991084636808566 0.01000043709664557 -4 0.06915466801729053 393377.2243042666 1.0236568109274928 0.012184568310488425 -5 0.08348429301986471 356892.3069785564 1.325451157883163 0.014318387818293397 -6 0.11118441802682355 318072.22291920567 1.6080495501316898 0.015110995222238733 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3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 3540, 3524, 1356, 3762, 1466, 3711, 1036, 3549, 1171, 1739, 1625, 1669, 1058, 1814, 3963, 1102, 1388, 1905, 3765, 3943, 1570, 3651, 1745, 1574, 1864, 1117, 1859, 1338, 1636, 3915, 1861, 3754, 3570, 1896, 3510, 1075, 1342, 3557, 1725, 1873, 1526, 1769, 1185, 1928, 3937, 1922, 1939, 1504, 1052, 1374, 1807, 1724, 3587, 1245, 3791, 3652, 3628, 1138, 1095, 1604, 1848, 1155, 1111, 1916, 1906, 1251, 3938, 1341, 1753, 1278, 1221, 1621, 3731, 1497, 1819, 1845, 3728, 3809, 3677, 3617, 1521, 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1990, 1556, 1683, 1880, 3893, 1273, 1605, 1749, 1492, 1936, 1738, 1573, 1606, 1219, 1709, 1589, 1713, 1339, 3636, 1239, 1677, 1459, 1731, 1968, 1977, 1118, 3924, 1020, 1910, 1390, 1100, 3904, 3758, 1106, 1419, 1307, 3682, 1161, 1385, 3849, 3976, 1820, 3688, 3746, 1126, 1530, 3605, 3551, 1500, 1444, 1689, 3559, 1195, 1229, 3663, 1522, 1432, 1453, 1099, 3789, 3542, 1602, 3975, 3841, 1655, 1083, 3512, 1947, 1592, 3878, 1733, 1835, 3564, 3685, 3997, 1489, 3529, 1136, 1062, 3907, 1289, 1069, 3615, 1611, 1904, 1741, 3503, 1773, 1929, 3586, 1978, 1412, 1699, 3865, 3714, 1658, 3554, 1098, 1517, 1760, 1096, 1949, 1708, 3950, 1491, 3951, 1277, 1858, 1509, 1456, 1030, 1346, 1179, 1572, 1817, 3993, 1780, 1210, 3674, 1648, 1801, 1964, 3782, 3814, 1392, 3804, 1809, 3944, 3581, 3749, 3776, 3598, 3671, 3935, 1826, 3755, 3989, 1955, 1410, 3939, 3853, 1439, 1628, 1288, 3974, 3738, 1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 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verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 3540, 3524, 1356, 3762, 1466, 3711, 1036, 3549, 1171, 1739, 1625, 1669, 1058, 1814, 3963, 1102, 1388, 1905, 3765, 3943, 1570, 3651, 1745, 1574, 1864, 1117, 1859, 1338, 1636, 3915, 1861, 3754, 3570, 1896, 3510, 1075, 1342, 3557, 1725, 1873, 1526, 1769, 1185, 1928, 3937, 1922, 1939, 1504, 1052, 1374, 1807, 1724, 3587, 1245, 3791, 3652, 3628, 1138, 1095, 1604, 1848, 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1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 1065, 1451, 1774, 1375, 1549, 1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.2, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, phantom_ρ = 100, save_prefix = "img/shepplogan256x256_pdps_known_proximal_20_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 7.832975825294852e-6 555362.1431745938 -0.14938477322295188 0.005295187802576954 -2 0.029116957972291857 470942.50606247596 0.3330195930808425 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verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 3540, 3524, 1356, 3762, 1466, 3711, 1036, 3549, 1171, 1739, 1625, 1669, 1058, 1814, 3963, 1102, 1388, 1905, 3765, 3943, 1570, 3651, 1745, 1574, 1864, 1117, 1859, 1338, 1636, 3915, 1861, 3754, 3570, 1896, 3510, 1075, 1342, 3557, 1725, 1873, 1526, 1769, 1185, 1928, 3937, 1922, 1939, 1504, 1052, 1374, 1807, 1724, 3587, 1245, 3791, 3652, 3628, 1138, 1095, 1604, 1848, 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1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 1065, 1451, 1774, 1375, 1549, 1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.25, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, phantom_ρ = 100, save_prefix = "img/shepplogan256x256_pdps_known_proximal_25_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 8.625007467344403e-6 557104.045973098 -0.14938477322295188 0.005295187802576954 -2 0.02914020902244374 471995.3085526624 0.3334716139704309 0.007836641514807216 -3 0.044372125033987686 439793.40340376995 0.7014802309957879 0.010059875578700176 -4 0.07414625003002584 393841.7646654306 1.0260240576011221 0.01228599135192962 -5 0.08953187501174398 357170.8430355372 1.328062416907083 0.014476135641027673 -6 0.11969466702430509 318305.2984198574 1.6108663960750333 0.015293489899762232 -7 0.1351197080221027 280135.98862117407 1.9176961375369808 0.01734809904139621 -8 0.1649999160435982 242856.2488518112 2.228399130836966 0.01987103947554109 -9 0.18045508302748203 202539.48401681657 2.5603081541130446 0.022615519086521648 -10 0.21087291603907943 164530.24181530048 2.883660778432518 0.02470254062071999 -11 0.22628012404311448 128264.43485771309 3.221967488761436 0.028031837338160715 -12 0.25637154004652984 91964.56172454602 3.558125925137986 0.0312019169687911 -13 0.27173195706564 56780.15393281131 3.9066684537024527 0.035352108346122554 -14 0.30238883206038736 21648.292780447115 4.25977435051446 0.0407694869452287 -15 0.3177579990879167 -6859.555013870931 4.593214176041584 0.04408649611454017 -16 0.34793862409424037 -38073.84218039774 4.954723488790161 0.051342955547999385 -17 0.3633611240948085 -54881.05580999715 5.237177797195718 0.05291716178069733 -18 0.3933772491000127 -100095.32444032645 5.6987877487308705 0.0696618829574747 -19 0.4087007901107427 -130906.53495921408 6.087721667018218 0.08357924052968063 -20 0.43891233211616054 -160886.3728935943 6.482780760032844 0.09601895637154778 -30 0.6649987901328132 -372514.51258989907 10.623248599406596 0.36358509653101295 -40 0.8899572071386501 -458803.64171512774 14.357958835460988 0.5359451704592343 -50 1.114570540143177 -484488.36039472435 16.41860612599474 0.6364765816329176 -60 1.3391595821303781 -489080.81140655477 17.248959545352157 0.7024244233301288 -70 1.5638983731041662 -489463.6232497707 17.65634748382898 0.733835693386872 -80 1.787616289104335 -489765.77249903104 17.965622337559502 0.7562786316316559 -90 2.0109425811097026 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00:00:00 1970 +0000 @@ -1,34 +0,0 @@ - - - -
- - - - -
-
- -
- - - \ No newline at end of file diff -r dec72b794b08 -r cbedcfcc0557 img/shepplogan256x256_pdps_known_rotation_10_10000_9000.txt --- a/img/shepplogan256x256_pdps_known_rotation_10_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 3540, 3524, 1356, 3762, 1466, 3711, 1036, 3549, 1171, 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img/shepplogan256x256_pdps_known_rotation_10_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/shepplogan256x256_pdps_known_rotation_15_10000_9000.txt --- a/img/shepplogan256x256_pdps_known_rotation_15_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 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1741, 3503, 1773, 1929, 3586, 1978, 1412, 1699, 3865, 3714, 1658, 3554, 1098, 1517, 1760, 1096, 1949, 1708, 3950, 1491, 3951, 1277, 1858, 1509, 1456, 1030, 1346, 1179, 1572, 1817, 3993, 1780, 1210, 3674, 1648, 1801, 1964, 3782, 3814, 1392, 3804, 1809, 3944, 3581, 3749, 3776, 3598, 3671, 3935, 1826, 3755, 3989, 1955, 1410, 3939, 3853, 1439, 1628, 1288, 3974, 3738, 1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 1065, 1451, 1774, 1375, 1549, 1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.15, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/shepplogan256x256_pdps_known_rotation_15_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 8.792005246505141e-6 553620.2403760896 -0.14938477322295188 0.005295187802576954 -2 0.030573833995731547 469899.3506544048 0.3313860034674976 0.007810412379365554 -3 0.04486854199785739 438539.3061314995 0.6989305030215869 0.009999928331686805 -4 0.07403699998394586 392877.5181154131 1.0233250533397742 0.01218242368620063 -5 0.08837416596361436 356488.0064108027 1.3251875948335525 0.014311696428221568 -6 0.11702062396216206 317686.0690143733 1.607559239426318 0.015088180232230127 -7 0.13130924897268414 279592.38335224683 1.914541246998869 0.01708323120998235 -8 0.16000562396948226 242400.35054314084 2.2250335353224693 0.01948004323873006 -9 0.174252748984145 202129.6550444705 2.5567251189038807 0.022076375505054802 -10 0.20283512398600578 164155.96074081096 2.8799168476504384 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1741, 3503, 1773, 1929, 3586, 1978, 1412, 1699, 3865, 3714, 1658, 3554, 1098, 1517, 1760, 1096, 1949, 1708, 3950, 1491, 3951, 1277, 1858, 1509, 1456, 1030, 1346, 1179, 1572, 1817, 3993, 1780, 1210, 3674, 1648, 1801, 1964, 3782, 3814, 1392, 3804, 1809, 3944, 3581, 3749, 3776, 3598, 3671, 3935, 1826, 3755, 3989, 1955, 1410, 3939, 3853, 1439, 1628, 1288, 3974, 3738, 1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 1065, 1451, 1774, 1375, 1549, 1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.2, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/shepplogan256x256_pdps_known_rotation_20_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 7.916009053587914e-6 555362.1431745938 -0.14938477322295188 0.005295187802576954 -2 0.028921707009430975 470965.17176531116 0.3314460538266129 0.0078112081340624105 -3 0.04338974901475012 439247.722726294 0.6990065571636511 0.01000280042917199 -4 0.07238212402444333 393414.46786418976 1.0234748563592682 0.012188894853834335 -5 0.08678862403030507 356906.48086817714 1.3253380988403776 0.014323816235725742 -6 0.11576983201666735 318080.9296750219 1.6079186818975129 0.015113447028961991 -7 0.13010712401592173 279921.6744559892 1.914997819459777 0.01712460792522995 -8 0.1596317490329966 242682.6308663172 2.225452962423629 0.0195285316279422 -9 0.17388183204457164 202376.45878938324 2.557121331359826 0.022139025685291726 -10 0.2027538740367163 164385.4376645373 2.880424218627551 0.02413730817109596 -11 0.2170544990513008 128118.68814002613 3.2184288538537342 0.02727091978986875 -12 0.24574058305006474 91851.33001951037 3.554548498981464 0.03030492713417986 -13 0.2600235410500318 56681.16955108162 3.9027757056978 0.034236322892530785 -14 0.2888022070401348 21552.881138652316 4.255620029932976 0.03942275663241934 -15 0.3030879150319379 -6933.842547822498 4.58867260343696 0.04236172394214785 -16 0.3320818740176037 -38132.101143003 4.94972639684636 0.049097947019988195 -17 0.3463603740383405 -54950.97610416152 5.2315032090791656 0.05055641217965871 -18 0.37509304101695307 -100191.64330465607 5.692929102158221 0.0669595625808021 -19 0.38937816602992825 -130986.15671658724 6.081354183297224 0.0804122998964257 -20 0.41815712401876226 -160929.6735047109 6.476139558165176 0.09280670823502037 -30 0.6326543740287889 -372453.4770328692 10.610832643010042 0.3541549342305579 -40 0.8474082490429282 -458830.1150923402 14.33649197626317 0.5247926833124967 -50 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img/shepplogan256x256_pdps_known_rotation_20_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/shepplogan256x256_pdps_known_rotation_25_10000_9000.txt --- a/img/shepplogan256x256_pdps_known_rotation_25_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 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3945, 3575, 1688, 1803, 3958, 1790, 3810, 1154, 1292, 3603, 3785, 3967, 1992, 1800, 3694, 1382, 1308, 3949, 3994, 1275, 1674, 3869, 1940, 1369, 3673, 1691, 1518, 3889, 1071, 1897, 1985, 1603, 1967, 1024, 3887, 1867, 3739, 1446, 1841, 1427, 3768, 3577, 1317, 3808, 3619, 1974, 1798, 3891, 1815, 3546, 1959, 1746, 1443, 3822, 1915, 3733, 1128, 1454, 3947, 1329, 1227, 3879, 1554, 3679, 1828, 1376, 3795, 3520, 3953, 3612, 1717, 3848, 1563, 1536, 1447, 3800, 1868, 1160, 1989, 3771, 3898, 1990, 1556, 1683, 1880, 3893, 1273, 1605, 1749, 1492, 1936, 1738, 1573, 1606, 1219, 1709, 1589, 1713, 1339, 3636, 1239, 1677, 1459, 1731, 1968, 1977, 1118, 3924, 1020, 1910, 1390, 1100, 3904, 3758, 1106, 1419, 1307, 3682, 1161, 1385, 3849, 3976, 1820, 3688, 3746, 1126, 1530, 3605, 3551, 1500, 1444, 1689, 3559, 1195, 1229, 3663, 1522, 1432, 1453, 1099, 3789, 3542, 1602, 3975, 3841, 1655, 1083, 3512, 1947, 1592, 3878, 1733, 1835, 3564, 3685, 3997, 1489, 3529, 1136, 1062, 3907, 1289, 1069, 3615, 1611, 1904, 1741, 3503, 1773, 1929, 3586, 1978, 1412, 1699, 3865, 3714, 1658, 3554, 1098, 1517, 1760, 1096, 1949, 1708, 3950, 1491, 3951, 1277, 1858, 1509, 1456, 1030, 1346, 1179, 1572, 1817, 3993, 1780, 1210, 3674, 1648, 1801, 1964, 3782, 3814, 1392, 3804, 1809, 3944, 3581, 3749, 3776, 3598, 3671, 3935, 1826, 3755, 3989, 1955, 1410, 3939, 3853, 1439, 1628, 1288, 3974, 3738, 1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 1065, 1451, 1774, 1375, 1549, 1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.25, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/shepplogan256x256_pdps_known_rotation_25_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 7.5830030255019665e-6 557104.045973098 -0.14938477322295188 0.005295187802576954 -2 0.028850208007497713 472030.7800110707 0.3315058570638613 0.0078120063201080996 -3 0.04313983299653046 439955.6993273607 0.6990840935971161 0.010005772176954357 -4 0.07179462499334477 393950.7985485177 1.023629350286035 0.01219566492511474 -5 0.08604954197653569 357324.2990301733 1.3254936873859573 0.01433639264042853 -6 0.1147036669717636 318474.15364709916 1.608273162470385 0.015138985680831468 -7 0.12906758397002704 280248.4905150795 1.9154508241115389 0.017166455286722483 -8 0.15767949997098185 242962.4194403864 2.225870609013924 0.019577834284243933 -9 0.17216308394563384 202620.7541708083 2.5575157847091905 0.022202823591981558 -10 0.20077666695578955 164611.32819836814 2.880918694925086 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- - - \ No newline at end of file diff -r dec72b794b08 -r cbedcfcc0557 img/shepplogan256x256_pdps_known_zerodual_10_10000_9000.txt --- a/img/shepplogan256x256_pdps_known_zerodual_10_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 3540, 3524, 1356, 3762, 1466, 3711, 1036, 3549, 1171, 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img/shepplogan256x256_pdps_known_zerodual_10_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/shepplogan256x256_pdps_known_zerodual_15_10000_9000.txt --- a/img/shepplogan256x256_pdps_known_zerodual_15_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 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3945, 3575, 1688, 1803, 3958, 1790, 3810, 1154, 1292, 3603, 3785, 3967, 1992, 1800, 3694, 1382, 1308, 3949, 3994, 1275, 1674, 3869, 1940, 1369, 3673, 1691, 1518, 3889, 1071, 1897, 1985, 1603, 1967, 1024, 3887, 1867, 3739, 1446, 1841, 1427, 3768, 3577, 1317, 3808, 3619, 1974, 1798, 3891, 1815, 3546, 1959, 1746, 1443, 3822, 1915, 3733, 1128, 1454, 3947, 1329, 1227, 3879, 1554, 3679, 1828, 1376, 3795, 3520, 3953, 3612, 1717, 3848, 1563, 1536, 1447, 3800, 1868, 1160, 1989, 3771, 3898, 1990, 1556, 1683, 1880, 3893, 1273, 1605, 1749, 1492, 1936, 1738, 1573, 1606, 1219, 1709, 1589, 1713, 1339, 3636, 1239, 1677, 1459, 1731, 1968, 1977, 1118, 3924, 1020, 1910, 1390, 1100, 3904, 3758, 1106, 1419, 1307, 3682, 1161, 1385, 3849, 3976, 1820, 3688, 3746, 1126, 1530, 3605, 3551, 1500, 1444, 1689, 3559, 1195, 1229, 3663, 1522, 1432, 1453, 1099, 3789, 3542, 1602, 3975, 3841, 1655, 1083, 3512, 1947, 1592, 3878, 1733, 1835, 3564, 3685, 3997, 1489, 3529, 1136, 1062, 3907, 1289, 1069, 3615, 1611, 1904, 1741, 3503, 1773, 1929, 3586, 1978, 1412, 1699, 3865, 3714, 1658, 3554, 1098, 1517, 1760, 1096, 1949, 1708, 3950, 1491, 3951, 1277, 1858, 1509, 1456, 1030, 1346, 1179, 1572, 1817, 3993, 1780, 1210, 3674, 1648, 1801, 1964, 3782, 3814, 1392, 3804, 1809, 3944, 3581, 3749, 3776, 3598, 3671, 3935, 1826, 3755, 3989, 1955, 1410, 3939, 3853, 1439, 1628, 1288, 3974, 3738, 1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 1065, 1451, 1774, 1375, 1549, 1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.15, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/shepplogan256x256_pdps_known_zerodual_15_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 7.624999852851033e-6 553620.2403760896 -0.14938477322295188 0.005295187802576954 -2 0.02942737500416115 469899.7479824107 0.3312041982470264 0.007808015136724637 -3 0.042885333008598536 438549.7730106998 0.698710679415212 0.009991751300485092 -4 0.07075416599400342 392909.9688060973 1.0229076961508048 0.012165106308337944 -5 0.0843872909899801 356548.02595477295 1.3247690829026135 0.014278659069774931 -6 0.11219974898267537 317763.9767181882 1.6064739392716765 0.015015169788863799 -7 0.12559458299074322 279683.3860222197 1.9131707416410153 0.016963578296895397 -8 0.15342070799670182 242494.13902908965 2.2237779767987935 0.019341200192784295 -9 0.16673554098815657 202220.8121917766 2.555543571772586 0.021898507889675387 -10 0.1944517910014838 164242.9172240287 2.8783463795958024 0.023782940914571647 -11 0.20781275001354516 128018.00095327853 3.2164942712579387 0.026848932049455036 -12 0.23537595802918077 91753.96118939866 3.5523227601029745 0.02974436600379135 -13 0.24872858301387168 56594.06746394796 3.900527671336635 0.03359027302190973 -14 0.27645679100533016 21464.406994873985 4.253260284438286 0.0386436848735255 -15 0.29060920802294277 -7028.47668920877 4.586538554501873 0.041598722801951996 -16 0.31833320803707466 -38229.0781658136 4.947726432137596 0.04832654693033259 -17 0.3316813740239013 -55070.525776004804 5.229844554323778 0.04982974414391782 -18 0.3594583740050439 -100303.40744750749 5.691026609144715 0.06630568930375105 -19 0.37276504101464525 -131107.26799339868 6.079345083729724 0.0797018113720652 -20 0.40055237399064936 -161060.33193163955 6.473688457809558 0.09200752652358714 -30 0.6064442490169313 -372584.5382026095 10.60626727872252 0.35010810373406537 -40 0.8118365410191473 -458942.78423151973 14.326132735901755 0.5181147271597553 -50 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img/shepplogan256x256_pdps_known_zerodual_15_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/shepplogan256x256_pdps_known_zerodual_20_10000_9000.txt --- a/img/shepplogan256x256_pdps_known_zerodual_20_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 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1741, 3503, 1773, 1929, 3586, 1978, 1412, 1699, 3865, 3714, 1658, 3554, 1098, 1517, 1760, 1096, 1949, 1708, 3950, 1491, 3951, 1277, 1858, 1509, 1456, 1030, 1346, 1179, 1572, 1817, 3993, 1780, 1210, 3674, 1648, 1801, 1964, 3782, 3814, 1392, 3804, 1809, 3944, 3581, 3749, 3776, 3598, 3671, 3935, 1826, 3755, 3989, 1955, 1410, 3939, 3853, 1439, 1628, 1288, 3974, 3738, 1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 1065, 1451, 1774, 1375, 1549, 1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.2, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/shepplogan256x256_pdps_known_zerodual_20_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 8.25000461190939e-6 555362.1431745938 -0.14938477322295188 0.005295187802576954 -2 0.028181042027426884 470966.15214777016 0.3312041982470264 0.007808015136724637 -3 0.041830375033896416 439262.55675485946 0.698710679415212 0.009991751300485092 -4 0.069777208060259 393458.91302903474 1.0229076961508048 0.012165106308337944 -5 0.08312816606485285 356987.63928457286 1.3247690829026135 0.014278659069774931 -6 0.11100066607468762 318188.5872566471 1.6064739392716765 0.015015169788863799 -7 0.12435149907832965 280048.4788185622 1.9131707416410153 0.016963578296895397 -8 0.15291441607405432 242812.86375884654 2.2237779767987935 0.019341200192784295 -9 0.16625391607522033 202502.72790299024 2.555543571772586 0.021898507889675387 -10 0.19418541609775275 164508.66101995987 2.8783463795958024 0.023782940914571647 -11 0.20759162510512397 128257.76038142917 3.2164942712579387 0.026848932049455036 -12 0.23535529209766537 91976.87459291058 3.5523227601029745 0.02974436600379135 -13 0.2487648750829976 56802.01821931696 3.900527671336635 0.03359027302190973 -14 0.27655966609017923 21660.753639818915 4.253260284438286 0.0386436848735255 -15 0.29001054109539837 -6844.403371229227 4.586538554501873 0.041598722801951996 -16 0.3179179161088541 -38055.52563526244 4.947726432137596 0.04832654693033259 -17 0.3313058321364224 -54904.29200346828 5.229844554323778 0.04982974414391782 -18 0.35913712412002496 -100148.44370547187 5.691026609144715 0.06630568930375105 -19 0.37264220710494556 -130957.53956470353 6.079345083729724 0.0797018113720652 -20 0.40055179010960273 -160913.6302651916 6.473688457809558 0.09200752652358714 -30 0.6092457901104353 -372485.37920851714 10.60626727872252 0.35010810373406537 -40 0.8138747061311733 -458868.02779272915 14.326132735901755 0.5181147271597553 -50 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img/shepplogan256x256_pdps_known_zerodual_20_10000_9000_reco_frame800.png has changed diff -r dec72b794b08 -r cbedcfcc0557 img/shepplogan256x256_pdps_known_zerodual_25_10000_9000.txt --- a/img/shepplogan256x256_pdps_known_zerodual_25_10000_9000.txt Wed Apr 24 16:55:04 2024 +0300 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,78 +0,0 @@ -# params = (ρ = 0, verbose_iter = 100, maxiter = 4000, save_results = true, save_images = true, save_images_iters = Set([500, 1800, 2300, 3000, 1300, 3800, 1000, 2800, 300, 4000, 3500, 2000, 2500, 3300, 800, 100, 1500]), pixelwise_displacement = false, dual_flow = true, prox_predict = true, handle_interrupt = true, init = :zero, plot_movement = false, stable_interval = Set([1144, 3634, 1175, 1953, 1546, 1703, 1956, 3601, 1028, 1299, 1438, 1074, 3672, 3705, 3631, 1812, 1199, 1090, 1437, 1662, 1370, 1991, 3930, 3608, 1704, 1663, 1957, 1266, 1646, 1823, 1015, 1373, 3981, 3719, 3646, 3982, 3655, 1168, 3855, 1039, 1085, 3914, 3794, 1050, 1276, 1285, 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3945, 3575, 1688, 1803, 3958, 1790, 3810, 1154, 1292, 3603, 3785, 3967, 1992, 1800, 3694, 1382, 1308, 3949, 3994, 1275, 1674, 3869, 1940, 1369, 3673, 1691, 1518, 3889, 1071, 1897, 1985, 1603, 1967, 1024, 3887, 1867, 3739, 1446, 1841, 1427, 3768, 3577, 1317, 3808, 3619, 1974, 1798, 3891, 1815, 3546, 1959, 1746, 1443, 3822, 1915, 3733, 1128, 1454, 3947, 1329, 1227, 3879, 1554, 3679, 1828, 1376, 3795, 3520, 3953, 3612, 1717, 3848, 1563, 1536, 1447, 3800, 1868, 1160, 1989, 3771, 3898, 1990, 1556, 1683, 1880, 3893, 1273, 1605, 1749, 1492, 1936, 1738, 1573, 1606, 1219, 1709, 1589, 1713, 1339, 3636, 1239, 1677, 1459, 1731, 1968, 1977, 1118, 3924, 1020, 1910, 1390, 1100, 3904, 3758, 1106, 1419, 1307, 3682, 1161, 1385, 3849, 3976, 1820, 3688, 3746, 1126, 1530, 3605, 3551, 1500, 1444, 1689, 3559, 1195, 1229, 3663, 1522, 1432, 1453, 1099, 3789, 3542, 1602, 3975, 3841, 1655, 1083, 3512, 1947, 1592, 3878, 1733, 1835, 3564, 3685, 3997, 1489, 3529, 1136, 1062, 3907, 1289, 1069, 3615, 1611, 1904, 1741, 3503, 1773, 1929, 3586, 1978, 1412, 1699, 3865, 3714, 1658, 3554, 1098, 1517, 1760, 1096, 1949, 1708, 3950, 1491, 3951, 1277, 1858, 1509, 1456, 1030, 1346, 1179, 1572, 1817, 3993, 1780, 1210, 3674, 1648, 1801, 1964, 3782, 3814, 1392, 3804, 1809, 3944, 3581, 3749, 3776, 3598, 3671, 3935, 1826, 3755, 3989, 1955, 1410, 3939, 3853, 1439, 1628, 1288, 3974, 3738, 1149, 3645, 1200, 1181, 3523, 3511, 3718, 1778, 1295, 3606, 3578, 1174, 1789, 3946, 3687, 1601, 1430, 1718, 1902, 3919, 1487, 1261, 3500, 1888, 3816, 1399, 3706, 3548, 3676, 1533, 1869, 3900, 1368, 3643, 1032, 1318, 1579, 3592, 1226, 3805, 3502, 1143, 3960, 3857, 1065, 1451, 1774, 1375, 1549, 1561, 3698, 1480, 1687, 3515, 3966, 3734, 1608, 1217, 3683, 3555, 3591, 3847, 1711, 3514, 1827, 1402, 1115]), noise_level = 0.5, shake_noise_level = 0.1, shake = 1.0, rotation_factor = 0.075, rotation_noise_level = 0.0075, α = 0.25, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.9, λ = 1, radondims = [128, 64], sz = (256, 256), scale = 1, c = 1.0, sino_sparsity = 0.5, L = 300.0, L_experiment = false, save_prefix = "img/shepplogan256x256_pdps_known_zerodual_25_10000_9000", dynrange = 1.0, Λ = 1.0) -iter time function_value psnr ssim -1 8.25000461190939e-6 557104.045973098 -0.14938477322295188 0.005295187802576954 -2 0.027825208991998807 472032.55631312955 0.3312041982470264 0.007808015136724637 -3 0.04130933398846537 439975.34049901913 0.698710679415212 0.009991751300485092 -4 0.06960362600511871 394007.8572519722 1.0229076961508048 0.012165106308337944 -5 0.08292183399316855 357427.2526143727 1.3247690829026135 0.014278659069774931 -6 0.11079516800236888 318613.19779510604 1.6064739392716765 0.015015169788863799 -7 0.12421116800396703 280413.57161490456 1.9131707416410153 0.016963578296895397 -8 0.15206475200830027 243131.58848860345 2.2237779767987935 0.019341200192784295 -9 0.16541175200836733 202784.64361420387 2.555543571772586 0.021898507889675387 -10 0.19311108501278795 164774.40481589106 2.8783463795958024 0.023782940914571647 -11 0.20648716803407297 128497.51980957978 3.2164942712579387 0.026848932049455036 -12 0.23422908503562212 92199.7879964225 3.5523227601029745 0.02974436600379135 -13 0.24766154401004314 57009.968974685966 3.900527671336635 0.03359027302190973 -14 0.276375794026535 21857.100284763845 4.253260284438286 0.0386436848735255 -15 0.2897641690215096 -6660.330053249684 4.586538554501873 0.041598722801951996 -16 0.31765008601360023 -37881.97310471128 4.947726432137596 0.04832654693033259 -17 0.3310372950218152 -54738.058230931754 5.229844554323778 0.04982974414391782 -18 0.35865983602707274 -99993.47996343624 5.691026609144715 0.06630568930375105 -19 0.3719451690267306 -130807.81113600837 6.079345083729724 0.0797018113720652 -20 0.3997344610397704 -160766.92859874366 6.473688457809558 0.09200752652358714 -30 0.6035979200387374 -372386.22021442483 10.60626727872252 0.35010810373406537 -40 0.8067512120469473 -458793.27135393856 14.326132735901755 0.5181147271597553 -50 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