Fri, 03 May 2024 13:06:24 -0500
merge
| 0 | 1 | ###################################### |
| 2 | # Image subpixel accuracy translation | |
| 3 | ###################################### | |
| 4 | ||
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5 | __precompile__() |
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6 | |
| 0 | 7 | module Translate |
| 8 | ||
| 32 | 9 | using AlgTools.Util: @threadsif |
| 10 | ||
| 0 | 11 | ########## |
| 12 | # Exports | |
| 13 | ########## | |
| 14 | ||
| 15 | export interpolate2d, | |
| 16 | interpolate2d_quadrants, | |
| 17 | extract_subimage!, | |
| 18 | translate_image!, | |
| 19 | DisplacementFull, | |
| 20 | DisplacementConstant, | |
| 21 | Displacement, | |
| 22 | Image | |
| 23 | ||
| 24 | ################## | |
| 25 | # Types | |
| 26 | ################## | |
| 27 | ||
| 28 | # Two different types of displacement data supported: | |
| 29 | # a) given in each pixel | |
| 30 | # b) constant in space | |
| 31 | Image = Array{Float64,2} | |
| 32 | DisplacementFull = Array{Float64,3} | |
| 33 | DisplacementConstant = Array{Float64,1} | |
| 34 | Displacement = Union{DisplacementFull,DisplacementConstant} | |
| 35 | ||
| 36 | ############################# | |
| 37 | # Base interpolation routine | |
| 38 | ############################# | |
| 39 | ||
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40 | @inline function interpolate2d_quadrants(v, x, y) |
| 0 | 41 | (m, n) = size(v) |
| 42 | clipx = xʹ -> max(1, min(xʹ, m)) | |
| 43 | clipy = yʹ -> max(1, min(yʹ, n)) | |
| 44 | ||
| 45 | xfℤ = clipx(floor(Int, x)) | |
| 46 | xcℤ = clipx(ceil(Int, x)) | |
| 47 | yfℤ = clipy(floor(Int, y)) | |
| 48 | ycℤ = clipy(ceil(Int, y)) | |
| 49 | ||
| 50 | xf = convert(Float64, xfℤ) | |
| 51 | xc = convert(Float64, xcℤ) | |
| 52 | yf = convert(Float64, yfℤ) | |
| 53 | yc = convert(Float64, ycℤ) | |
| 54 | xm = (xf+xc)/2 | |
| 55 | ym = (yf+yc)/2 | |
| 56 | ||
| 57 | vff = @inbounds v[xfℤ, yfℤ] | |
| 58 | vfc = @inbounds v[xfℤ, ycℤ] | |
| 59 | vcf = @inbounds v[xcℤ, yfℤ] | |
| 60 | vcc = @inbounds v[xcℤ, ycℤ] | |
| 61 | vmm = (vff+vfc+vcf+vcc)/4 | |
| 62 | ||
| 63 | if xfℤ==xcℤ | |
| 64 | if yfℤ==ycℤ | |
| 65 | # Completely degenerate case | |
| 66 | v = vmm | |
| 67 | else | |
| 68 | # Degenerate x | |
| 69 | v = vff+(y-yf)/(yc-yf)*(vfc-vff) | |
| 70 | end | |
| 71 | elseif yfℤ==ycℤ | |
| 72 | # Degenerate y | |
| 73 | v = vff + (x-xf)/(xc-xf)*(vcf-vff) | |
| 74 | elseif y-ym ≥ x-xm | |
| 75 | # top-left half | |
| 76 | if (y-ym) + (x-xm) ≥ 0 | |
| 77 | # top quadrant | |
| 78 | v = vfc + (x-xf)/(xc-xf)*(vcc-vfc) + (y-yc)/(ym-yc)*(vmm-(vcc+vfc)/2) | |
| 79 | else | |
| 80 | # left quadrant | |
| 81 | v = vff + (y-yf)/(yc-yf)*(vfc-vff) + (x-xf)/(xm-xf)*(vmm-(vfc+vff)/2) | |
| 82 | end | |
| 83 | else | |
| 84 | # bottom-left half | |
| 85 | if (y-ym) + (x-xm) ≥ 0 | |
| 86 | # right quadrant | |
| 87 | v = vcf + (y-yf)/(yc-yf)*(vcc-vcf) + (x-xc)/(xm-xc)*(vmm-(vcc+vcf)/2) | |
| 88 | else | |
| 89 | # bottom quadrant | |
| 90 | v = vff + (x-xf)/(xc-xf)*(vcf-vff) + (y-yf)/(ym-yf)*(vmm-(vcf+vff)/2) | |
| 91 | end | |
| 92 | end | |
| 93 | ||
| 94 | return v | |
| 95 | end | |
| 96 | ||
| 97 | ############## | |
| 98 | # Translation | |
| 99 | ############## | |
| 100 | ||
| 32 | 101 | function translate_image!(x, z, u::DisplacementFull; |
| 102 | threads::Bool=false) | |
| 0 | 103 | @assert(size(u, 1)==2 && size(x)==size(u)[2:end] && size(x)==size(z)) |
| 104 | ||
| 32 | 105 | @threadsif threads for i=1:size(x, 1) |
| 106 | for j=1:size(x, 2) | |
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107 | x[i, j] = interpolate2d_quadrants(z, i - u[1, i, j], j - u[2, i, j]) |
| 0 | 108 | end |
| 109 | end | |
| 110 | end | |
| 111 | ||
| 32 | 112 | function translate_image!(x, z, u::DisplacementConstant; |
| 113 | threads::Bool=false) | |
| 0 | 114 | @assert(size(u)==(2,) && size(x)==size(z)) |
| 115 | ||
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116 | @inbounds a, b = u[1], u[2] |
| 20 | 117 | |
| 32 | 118 | @threadsif threads for i=1:size(x, 1) |
| 119 | for j=1:size(x, 2) | |
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120 | x[i, j] = interpolate2d_quadrants(z, i - a, j - b) |
| 0 | 121 | end |
| 122 | end | |
| 123 | end | |
| 124 | ||
| 125 | ###################### | |
| 126 | # Subimage extraction | |
| 127 | ###################### | |
| 128 | ||
| 32 | 129 | function extract_subimage!(b, im, v::DisplacementConstant; |
| 130 | threads::Bool=false) | |
| 0 | 131 | (imx, imy) = size(im) |
| 132 | (bx, by) = size(b) | |
| 133 | ||
| 134 | # Translation from target to source coordinates | |
| 2 | 135 | vxʹ = (imx-bx)/2 - v[1] |
| 136 | vyʹ = (imy-by)/2 - v[2] | |
| 0 | 137 | |
| 138 | # Target image indices within source image | |
| 29 | 139 | px = min(max(ceil(Int, max(1, vxʹ + 1) - vxʹ), 1), bx) |
| 140 | py = min(max(ceil(Int, max(1, vyʹ + 1) - vyʹ), 1), by) | |
| 141 | qx = max(min(floor(Int, min(imx, vxʹ + bx) - vxʹ), bx), 1) | |
| 142 | qy = max(min(floor(Int, min(imy, vyʹ + by) - vyʹ), by), 1) | |
| 0 | 143 | |
| 20 | 144 | @inbounds begin |
| 145 | b[1:px-1, :] .= 0 | |
| 29 | 146 | b[qx+1:bx, :] .= 0 |
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147 | end |
| 0 | 148 | |
| 32 | 149 | @threadsif false for i=px:qx |
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150 | @inbounds begin |
| 20 | 151 | b[i, 1:py-1] .= 0 |
| 29 | 152 | b[i, qy+1:by] .= 0 |
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153 | for j=py:qy |
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154 | b[i, j] = interpolate2d_quadrants(im, i+vxʹ, j+vyʹ) |
| 20 | 155 | end |
| 0 | 156 | end |
| 157 | end | |
| 158 | end | |
| 159 | ||
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160 | ##################################################### |
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161 | # Precompilation hints to speed up compilation time |
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162 | # for projects depending on this package (hopefully). |
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163 | ###################################################### |
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164 | |
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parents:
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165 | precompile(translate_image!, (Array{Float64,2}, Array{Float64,2}, Array{Float64,1})) |
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parents:
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166 | precompile(translate_image!, (Array{Float64,2}, Array{Float64,2}, Array{Float64,3})) |
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parents:
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167 | precompile(extract_subimage!, (Array{Float64,2}, Array{Float64,2}, Array{Float64,1})) |
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parents:
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168 | |
| 0 | 169 | end |