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Applying image processing algorithms independently to each video frame often leads to temporal inconsistency in the resulting video.
Some methods for classification and analysis of multivariate observations
James MacQueen · 1967
Earlier work this paper cites.
Robust regression using iteratively reweighted least-squares
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Light mixture estimation for spatially varying white balance
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Assaf Shocher, Nadav Cohen, and Michal Irani · 2018
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Deep image prior
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Single-frame regularization for temporally stable cnns
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