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Reaction–diffusion algorithm for stereo disparity detection.

Authors :
Nomura, Atsushi
Ichikawa, Makoto
Miike, Hidetoshi
Source :
Machine Vision & Applications. Jul2009, Vol. 20 Issue 3, p175-187. 13p. 4 Diagrams, 2 Charts, 6 Graphs.
Publication Year :
2009

Abstract

The present paper proposes a novel stereo algorithm utilizing multi-sets of reaction–diffusion equations. The problem of detecting a stereo disparity map becomes the segmentation problem, in which the uniqueness assumption and the continuity assumption on disparity distribution are taken into account. A set of reaction–diffusion equations realizes the continuity assumption, while a mutual-inhibition mechanism among the multi-sets realizes the uniqueness one. In addition, each set of equations has a self-inhibition mechanism, which is necessary for the reaction-diffusion equations applied to stereo disparity detection. Performance of the proposed algorithm is evaluated for well-known test stereo images. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09328092
Volume :
20
Issue :
3
Database :
Academic Search Index
Journal :
Machine Vision & Applications
Publication Type :
Academic Journal
Accession number :
36533303
Full Text :
https://doi.org/10.1007/s00138-007-0117-8