Mercurial > repos > PredictPDPS / file revision

# 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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4679, 9830, 4164, 3060, 3785, 9594, 3310, 4247, 9831, 3967, 9124, 2786, 3448, 3184, 9634, 9104, 9543, 9383, 2822, 3051, 4448, 4490, 9707, 4268, 4596, 2599, 8814, 3466, 9096, 4948, 8869, 3410, 4100, 9739, 9765, 3329, 9342, 2797, 3739, 4161, 8893, 3221, 4102, 8919, 9390, 3035, 3213, 3577, 3236, 4361, 9506, 9809, 3808, 4505, 9841, 4469, 2559, 9338, 9969, 8809, 3546, 9718, 4133, 9228, 4042, 2507, 3411, 9947, 8901, 4209, 8790, 3047, 3947, 3482, 9450, 9130, 4041, 4118, 2530, 3679, 4314, 4801, 3459, 8748, 9180, 9995, 8816, 3520, 2939, 3953, 9950, 9955, 4299, 3848, 9416, 3475, 8850, 2511, 3034, 3800, 2568, 2721, 9386, 9687, 3771, 3898, 9108, 4800, 2931, 8827, 8948, 8729, 3492, 9073, 3311, 4104, 4785, 8951, 2680, 2912, 3018, 4820, 2554, 8873, 4085, 3636, 4489, 9571, 9747, 4035, 3439, 4559, 2681, 3296, 4176, 3976, 4993, 4949, 4760, 9907, 3688, 3316, 4093, 4367, 3445, 4813, 8778, 3605, 8990, 9134, 9799, 3551, 9028, 3559, 9677, 3663, 4645, 3031, 8786, 9328, 4607, 4344, 4385, 9445, 4773, 2537, 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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 = 0.1, ρ̃₀ = 1.0, σ̃₀ = 1.0, δ = 0.9, σ₀ = 1.0, τ₀ = 0.01, save_prefix = "img/lighthouse200x300_pdps_known_rotation_10_10000_100", dynrange = 1.0, Λ = 1.0)
iter	time	function_value	psnr	ssim
1	1.7125013982877135e-5	16958.913359233207	4.935377882355947	0.010713389784152977
2	0.004642083018552512	16874.69272580159	4.998401816930132	0.020109376611979236
3	0.00892108300467953	16709.392312345404	5.055362382640631	0.03091400220294634
4	0.014313833031337708	16628.963892291325	5.134505643505046	0.043728307223749444
5	0.02312195801641792	16473.562550780887	5.213189886133268	0.05278959805129593
6	0.029374208010267466	16222.956628070593	5.299614532427003	0.06396722830190113
7	0.036675000010291114	15897.070674486195	5.400993021558383	0.07359948728709693
8	0.043072458007372916	15928.914375001015	5.499800944787245	0.08159046216602031
9	0.04695787400123663	15817.30838171848	5.5740225320710515	0.09760873293536762
10	0.05220954099786468	15462.43307667142	5.654257979092849	0.10187304262634976
11	0.05620562401600182	15412.085311698265	5.749819610518989	0.1176843755595632
12	0.06320962400059216	15196.702381950196	5.861154538192906	0.12344539174141682
13	0.06827149901073426	15010.124453306315	5.923711629958463	0.13194746866032195
14	0.0766503739869222	14843.186050606055	6.032366309170451	0.14486084267735577
15	0.08179641599417664	14622.014058034134	6.153044907737445	0.1515052501194535
16	0.08950683297007345	14596.715130846376	6.216743834736096	0.1683523704728656
17	0.09413049998693168	14486.173294162129	6.313245422437813	0.17017045178179965
18	0.10024395797518082	14333.421450865906	6.417503949684713	0.17748729290499657
19	0.10666470797150396	14134.66000961697	6.4798769226664	0.18953673521834338
20	0.11223787497146986	13978.091912508438	6.54500932636582	0.2056126135593592
30	0.17998345795786008	12823.439552535041	7.462288095958822	0.281659330867593
40	0.2515026249748189	12008.76039581379	8.2602755859145	0.3754570325197697
50	0.3205947089882102	11072.65890914407	9.101429788349552	0.42768342677576277
60	0.387708208989352	10493.417911630044	9.85212316401294	0.4373953020148533
70	0.45423775099334307	10029.999825112467	10.677459242580758	0.5163511111716196
80	0.5255225010041613	9572.667130370646	11.455829938986382	0.5120385310994712
90	0.5990400010196026	9135.285427262954	12.26240879536983	0.5672671783153467
100	0.6712312920135446	8848.60094934448	12.997294596780423	0.6134673852233491
110	0.7410312500142027	8759.238192379002	13.683360032570302	0.6063881710423992
120	0.809929708018899	8602.14300644275	14.447528906126566	0.6175416939292576
130	0.8822432080341969	8365.438057308796	15.1450086923969	0.6199855657487169
140	0.9482204580272082	8282.646434052413	15.790126586133164	0.6103821276519001
150	1.0158170830400195	8097.555349970099	16.39260141903477	0.6248800462285093
160	1.0852790410572197	8060.298190978699	17.02338977636775	0.6271161358081702
170	1.156473999057198	8068.633133616882	17.379877759001236	0.610154201223703
180	1.2278943320561666	7971.888866807236	17.810634533175502	0.5993924269331955
190	1.3027297900407575	7938.880584485717	18.0946423079782	0.5768137807499253
200	1.3802944570488762	7848.741959505914	18.578631342475195	0.5894270975432349
300	2.1208445410593413	7683.008253944518	22.585787417966266	0.679172367327814
400	2.826503250049427	7645.502454896281	22.73458600799412	0.687243103721629
500	3.5164769580587745	7571.143679866909	23.137270566824583	0.7038547317477117
600	4.220346000074642	7704.347075908316	22.46217181592307	0.6466051549132178
700	4.917130333080422	7563.777380499225	23.86563376875481	0.7161254058843097
800	5.606651458074339	7600.11579650132	22.925565729347298	0.7547862816194084
900	6.280244958063122	7591.35256570449	22.403801194139355	0.7211173922612196
1000	6.9552035410597455	7618.704273722175	22.544952199293768	0.789751898437696
1100	7.619305833068211	7618.86142305089	24.115114145714	0.7878323581921708
1200	8.29147162506706	7603.709353139649	23.645624147404988	0.7434048147450119
1300	8.966847959090956	7736.768204553828	19.466627383511664	0.7069195725183418
1400	9.675568917096825	7699.288927170962	20.72989408230554	0.707726726886171
1500	10.355925708106952	7457.864076526006	26.027319094685204	0.7660154805872553
1600	11.0155814581085	7549.242290939029	23.728724551321257	0.6864064369833395
1700	11.695935916097369	7626.655070117032	24.479414335533605	0.7402011098587288
1800	12.36231624908396	7500.465678996541	25.47802494915706	0.7928267577850094
1900	13.023127207095968	7610.251010228361	21.791686760332883	0.6917568976920424
2000	13.695042124105385	7545.57391401542	24.438901035306717	0.7614865473185268
2100	14.35762066510506	7592.501910839077	23.494366333479455	0.764126232387669
2200	15.015852957090829	7482.076945483556	25.4168679359136	0.788089241932171
2300	15.685543957079062	7595.401533273154	23.848656168553156	0.7320482036212853
2400	16.347261290065944	7477.562528745769	26.73461334873702	0.7835150005485211
2500	17.005302290053805	7555.418367635375	24.297028049949404	0.7727532498974615
2600	17.73527949905838	7473.889182375166	28.918239365440265	0.827966737699255
2700	18.461829999054316	7461.723237175169	30.51969534844202	0.8401562982761963
2800	19.192769957066048	7517.647853360083	30.99453097488245	0.843177313608631
2900	19.92077212408185	7464.552520133997	31.138019374230286	0.845397227452334
3000	20.65798641607398	7502.828654565051	31.106812957959825	0.8434824995300205
3100	21.383385083056055	7478.722370582989	31.20490810552774	0.845041469418693
3200	22.113288541062502	7534.831673558403	31.17689921184173	0.8447424057016243
3300	22.846187874063617	7503.320526630372	31.184810087289083	0.8434047401136966
3400	23.577470499061747	7515.92133662068	31.22811790402838	0.845634626148289
3500	24.30710758306668	7475.0538767387625	31.156961617537497	0.8445129756364737
3600	25.03634754207451	7538.591433131833	31.175859636556005	0.8445814143641908
3700	25.76606016707956	7548.590875177691	31.2372144166251	0.8456998980730794
3800	26.500535834085895	7407.082638364274	31.20722825185533	0.8458179671294066
3900	27.225879209086997	7494.327543224154	31.14780680852959	0.8433057846555523
4000	27.9543561670871	7476.205694273909	31.177098058724315	0.8443956128214976
4100	28.690763459075242	7426.073280580499	31.21971923558309	0.8459517353031316
4200	29.415352584066568	7551.300348896837	31.145778818515602	0.8426258767524424
4300	30.14638333406765	7550.037602692495	31.137034398287867	0.8427338879191443
4400	30.88270845907391	7435.316631735172	31.123170801837116	0.8443129887099967
4500	31.615327084087767	7556.582883878101	31.171717818048663	0.843843994550202
4600	32.342360709095374	7505.762320921023	31.18602132371871	0.845460635689169
4700	33.07093504208024	7467.704234545803	31.124620376601854	0.8440044699841511
4800	33.81127912606462	7561.385853845055	31.171429839510175	0.843958142452845
4900	34.53974558407208	7457.198962049401	31.178434231604932	0.8442296436450585
5000	35.27587245905306	7478.173312524961	31.136917613014056	0.844442598101408
5100	35.92768537605298	7552.710648222595	24.705345195729937	0.7237724274561633
5200	36.581114876054926	7501.026378201093	26.691133372999087	0.7739215493622801
5300	37.22895437607076	7577.249438104727	23.38757885074376	0.6966436944624014
5400	37.90130870908615	7585.342767915269	22.526018995594754	0.6412459898062627
5500	38.592627751088	7750.531706562106	20.85114549101489	0.5802736839648164
5600	39.29228033509571	7530.837518958595	23.351747829596334	0.706328361918608
5700	39.978671793069225	7634.840630563682	21.335406203614383	0.7288862708113234
5800	40.67916341806995	7664.34759519791	21.812359134036573	0.7661901041704664
5900	41.351565127057256	7630.931761122904	21.842072668132232	0.7459427439063208
6000	42.00542533607222	7527.035341859644	24.77731990411753	0.7921638032921813
6100	42.67993429405033	7614.251464709429	23.577371757410237	0.767913797143294
6200	43.32238066903665	7530.8778456751625	27.418409133103395	0.8521343639080938
6300	43.9576673770498	7562.451430461532	26.2416195908737	0.8437984917817327
6400	44.56343683504383	7469.738639797274	28.218610904192065	0.8619321300513387
6500	45.18468246006523	7481.309935388734	26.716749806007726	0.8489561426373475
6600	45.80146433506161	7566.1523378877855	24.461141715102418	0.8138963246258564
6700	46.438780835072976	7537.544335613078	24.712983191478983	0.8108030785993692
6800	47.06622687607887	7481.804605663148	28.269150818001258	0.8432860121562992
6900	47.69257933407789	7523.232294438285	27.238165269873775	0.8590471847168049
7000	48.284372543072095	7456.144011508568	31.074821542045733	0.8883668756380394
7100	48.902600960078416	7508.697732482978	24.2823271180592	0.8301614258477823
7200	49.51226521006902	7490.366672514558	25.819860837407855	0.8390143998160852
7300	50.12767233507475	7440.926108459216	30.202120189131314	0.8554050183846899
7400	50.697490960068535	7466.990991434307	29.409550785433424	0.8692274830362318
7500	51.286649210058386	7548.526667310843	28.345599275852074	0.8579333198836324
7600	51.86435171007179	7469.100935539418	34.13722820012117	0.8736499640420984
7700	52.46166779406485	7478.323715452513	31.298659107424463	0.8502560465394527
7800	53.059969461057335	7463.856967692578	28.56415757016193	0.8283235570693641
7900	53.678453503060155	7671.648034526222	21.34523126114039	0.7898472582697774
8000	54.30632975307526	7646.457291173671	26.607370533764186	0.8367244562165836
8100	54.951301795081235	7604.230500723965	24.41801282543258	0.8370401396669853
8200	55.584276503068395	7485.832731591812	27.050806857975246	0.8473142554561647
8300	56.19730687804986	7473.453539271247	28.085819695869134	0.8568216714089871
8400	56.82572983604041	7514.528344950853	26.087153868595387	0.8175380435514811
8500	57.44022908603074	7510.877749354206	28.304524972983728	0.8640247583470008
8600	58.06358237803215	7468.687793405452	28.34351938254498	0.8443064980756049
8700	58.68300371101941	7437.360001690397	28.08268676073169	0.8517135512318716
8800	59.41478766899672	7398.196449581857	32.184962842440214	0.8689550510233727
8900	60.14386100199772	7416.740983050842	33.61726547082244	0.8749148430165393
9000	60.87130475201411	7499.225850887557	34.0262737204815	0.8761419548167068
9100	61.599431377020665	7502.276847967806	34.1518596873394	0.8767873859643112
9200	62.32712212702609	7546.943691206984	34.2187446856473	0.8777689718657762
9300	63.04430233602761	7492.086770518851	34.2310998773182	0.8777721579724983
9400	63.76495179501944	7470.970370797651	34.2620525455038	0.877114770393739
9500	64.4823125040275	7494.1046482933225	34.22418208452162	0.8770195938688949
9600	65.20289800403407	7462.3487569393565	34.270760938795455	0.8780273978553409
9700	65.92516300405259	7417.064058600277	34.29035373162837	0.877853069480129
9800	66.6548559210496	7434.410077167696	34.294250071545136	0.8784287913643868
9900	67.37718900406617	7522.008381564956	34.28287767183211	0.877713641338964
10000	68.10176433806191	7548.494718481619	34.2471545212872	0.876594355368743