Title
Determination of optical flow and its discontinuities using non-linear diffusion
Abstract
A new method for optical flow computation by means of a coupled set of non-linear diffusion equations is presented. This approach integrates the classical differential approach with the correlation type of motion detectors. A measure of inconsistency within the optical flow field which indicates optical flow boundaries. This information is fed back to the optical flow equations in a non-linear way and allows the flow field to be reconstructed while preserving the discontinuities. The whole scheme is also applicable to stereo matching. The model is applied to a set of synthetic and real image sequences to illustrate the behaviour of the coupled diffusion equations.
Year
DOI
Venue
1994
10.1007/BFb0028362
ECCV (2)
Keywords
Field
DocType
non-linear diffusion,optical flow,diffusion equation
Non linear diffusion,Stereo matching,Computer vision,Classification of discontinuities,Computer science,Flow (psychology),Artificial intelligence,Real image,Optical flow,Optical flow computation,Detector
Conference
ISBN
Citations 
PageRank 
0-387-57957-5
80
10.40
References 
Authors
5
4
Name
Order
Citations
PageRank
Marc Proesmans110912.51
Luc Van Gool2275661819.51
E. Pauwels38010.40
Oosterlinck, A.4711254.21