Your basic stereo algorithm
For each epipolar line
For each pixel in the left image
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compare with every pixel on same epipolar line in right image
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pick pixel with minimum match cost
Improvement:
match
windows
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This should look familar...
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Can use Lukas-Kanade or discrete search (latter more common)