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High Accuracy Optical Flow Estimation Based on a Theory for Warping (2004)

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by Thomas Brox , Andrés Bruhn , Nils Papenberg , Joachim Weickert
Citations:509 - 45 self
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BibTeX

@INPROCEEDINGS{Brox04highaccuracy,
    author = {Thomas Brox and Andrés Bruhn and Nils Papenberg and Joachim Weickert},
    title = {High Accuracy Optical Flow Estimation Based on a Theory for Warping},
    booktitle = {},
    year = {2004},
    pages = {25--36},
    publisher = {Springer}
}

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Abstract

We study an energy functional for computing optical flow that combines three assumptions: a brightness constancy assumption, a gradient constancy assumption, and a discontinuity-preserving spatio-temporal smoothness constraint.

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