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###################################### # Image subpixel accuracy translation ###################################### module Translate ########## # Exports ########## export interpolate2d, interpolate2d_quadrants, extract_subimage!, translate_image!, DisplacementFull, DisplacementConstant, Displacement, Image ################## # Types ################## # Two different types of displacement data supported: # a) given in each pixel # b) constant in space Image = Array{Float64,2} DisplacementFull = Array{Float64,3} DisplacementConstant = Array{Float64,1} Displacement = Union{DisplacementFull,DisplacementConstant} ############################# # Base interpolation routine ############################# @inline function interpolate2d_quadrants(v, (x, y)) (m, n) = size(v) clipx = xʹ -> max(1, min(xʹ, m)) clipy = yʹ -> max(1, min(yʹ, n)) xfℤ = clipx(floor(Int, x)) xcℤ = clipx(ceil(Int, x)) yfℤ = clipy(floor(Int, y)) ycℤ = clipy(ceil(Int, y)) xf = convert(Float64, xfℤ) xc = convert(Float64, xcℤ) yf = convert(Float64, yfℤ) yc = convert(Float64, ycℤ) xm = (xf+xc)/2 ym = (yf+yc)/2 vff = @inbounds v[xfℤ, yfℤ] vfc = @inbounds v[xfℤ, ycℤ] vcf = @inbounds v[xcℤ, yfℤ] vcc = @inbounds v[xcℤ, ycℤ] vmm = (vff+vfc+vcf+vcc)/4 if xfℤ==xcℤ if yfℤ==ycℤ # Completely degenerate case v = vmm else # Degenerate x v = vff+(y-yf)/(yc-yf)*(vfc-vff) end elseif yfℤ==ycℤ # Degenerate y v = vff + (x-xf)/(xc-xf)*(vcf-vff) elseif y-ym ≥ x-xm # top-left half if (y-ym) + (x-xm) ≥ 0 # top quadrant v = vfc + (x-xf)/(xc-xf)*(vcc-vfc) + (y-yc)/(ym-yc)*(vmm-(vcc+vfc)/2) else # left quadrant v = vff + (y-yf)/(yc-yf)*(vfc-vff) + (x-xf)/(xm-xf)*(vmm-(vfc+vff)/2) end else # bottom-left half if (y-ym) + (x-xm) ≥ 0 # right quadrant v = vcf + (y-yf)/(yc-yf)*(vcc-vcf) + (x-xc)/(xm-xc)*(vmm-(vcc+vcf)/2) else # bottom quadrant v = vff + (x-xf)/(xc-xf)*(vcf-vff) + (y-yf)/(ym-yf)*(vmm-(vcf+vff)/2) end end return v end interpolate2d = interpolate2d_quadrants ############## # Translation ############## @polly function translate_image!(x, z, u::DisplacementFull) @assert(size(u, 1)==2 && size(x)==size(u)[2:end] && size(x)==size(z)) @inbounds @simd for i=1:size(x, 1) @simd for j=1:size(x, 2) pt = (i - u[1, i, j], j - u[2, i, j]) x[i, j] = interpolate2d(z, pt) end end end @polly function translate_image!(x, z, u::DisplacementConstant) @assert(size(u)==(2,) && size(x)==size(z)) @inbounds @simd for i=1:size(x, 1) @simd for j=1:size(x, 2) pt = (i - u[1], j - u[2]) x[i, j] = interpolate2d(z, pt) end end end ###################### # Subimage extraction ###################### @polly function extract_subimage!(b, im, v::DisplacementConstant) (imx, imy) = size(im) (bx, by) = size(b) # Translation from target to source coordinates vxʹ = v[1] + (imx-bx)/2 vyʹ = v[2] + (imy-by)/2 # Target image indices within source image px = ceil(Int, max(1, vxʹ + 1) - vxʹ) py = ceil(Int, max(1, vyʹ + 1) - vyʹ) qx = floor(Int, min(imx, vxʹ + bx) - vxʹ) qy = floor(Int, min(imy, vyʹ + by) - vyʹ) b .= 0 @inbounds @simd for i=px:qx for j=py:qy b[i, j] = interpolate2d(im, (i+vxʹ, j+vyʹ)) end end end end