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* Corresponding author 1 SERPICO - Space-timE RePresentation, Imaging and cellular dynamics of molecular COmplexes Inria Rennes – Bretagne Atlantique

Abstract : Global variational methods for optical flow estimation usually suffer from an over-smoothing effect. We propose a semilocal estimation framework designed to integrate and improve any variational method. The idea is to implicitly segment the minimization domain into coherently moving windows. In a first time, local variational estimations are performed in overlapping candidate square regions. Then, a global discrete optimization, non subject to the over-smoothing introduced by variational approaches, selects the optimal window for each pixel. Experimental results show an increasing of the sharpness of discontinuities and a significant improvement of global registration errors compared to the results of the baseline global variational method.

Keywords : Optical Flow variational methods minimization domain motion segmentation discrete optimization





Author: Denis Fortun - Charles Kervrann -

Source: https://hal.archives-ouvertes.fr/



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