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Expressing this
mathematically
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1. |
Match quality
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Want each pixel
to find a good match in the other image
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2. |
Smoothness
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If two pixels
are adjacent, they should (usually) move about
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the same amount
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We want to
minimize
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This is a
special type of energy function known as an
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MRF (Markov Random Field)
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Effective and
fast algorithms have been recently developed:
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Graph cuts,
belief propagation….
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for more details
(and code): http://vision.middlebury.edu/MRF/
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Great tutorials available online (including video of talks)
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