Title of article :
A topological analysis on patches of optical flow
Author/Authors :
Xia ، Shengxiang - Shandong Jianzhu University
Abstract :
The research of optical flow is vitally important topic in computer vision. In this paper we research a topological analysis of space of optical flow locally. We use the methods of computing topology to the spaces of 4 × 4 and 6 × 6 high contrast optical flow patches. We experimentally prove that in both cases there exist subspaces of the spaces of all high contrast optical flow patches that is topologically equivalent to a circle, which states that some results on the topological analysis of natural images and range images can be extended to the scope of image motion.
Keywords :
Optical flow , high contrast patches , persistent homology , plex barcodes , Klein bottle.
Journal title :
Journal of Nonlinear Science and Applications
Journal title :
Journal of Nonlinear Science and Applications