Graph Laplacian Regularization for Robust Optical Flow Estimation

This paper proposes graph Laplacian regularization for robust estimation of optical flow. First, we analyze the spectral properties of dense graph Laplacians and show that dense graphs achieve a better trade-off between preserving flow discontinuities and filtering noise, compared with the usual Lap...

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Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - (2019) vom: 10. Okt.
Auteur principal: Young, Sean I (Auteur)
Autres auteurs: Naman, Aous T, Taubman, David
Format: Article en ligne
Langue:English
Publié: 2019
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article