DocumentCode
304516
Title
Accurate estimation of discontinuous optical flow by minimizing divergence related functionals
Author
Guichard, Frédéric ; Rudin, Lenny
Author_Institution
Cognitech Inc., Santa Monica, CA, USA
Volume
1
fYear
1996
fDate
16-19 Sep 1996
Firstpage
497
Abstract
Classical definitions of the optical flow involve a conservation law, and a spatial smoothing of the velocities based on a norm of its gradient. We propose to use the divergence of the flow instead of using the gradient. So that the optical flow we obtained is the less divergent flow which satisfies the constraint defined by the conservation law. We propose also a model with occlusions, and show results of reconstructions based on the obtained estimation of the flow
Keywords
conservation laws; functional analysis; functional equations; image reconstruction; image sequences; minimisation; motion estimation; smoothing methods; accurate flow estimation; algorithm; conservation law; discontinuous optical flow; divergence related functionals; flow divergence; gradient; image reconstruction; minimization; occlusions; spatial smoothing; velocities; Additive noise; Apertures; Image motion analysis; Image sampling; Interpolation; Pixel; Smoothing methods;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 1996. Proceedings., International Conference on
Conference_Location
Lausanne
Print_ISBN
0-7803-3259-8
Type
conf
DOI
10.1109/ICIP.1996.559542
Filename
559542
Link To Document