DocumentCode :
1636136
Title :
A dense stereo matching by iterated dynamic programming with using Gabor filters
Author :
Lysak, Yuri ; Kapshiy, Oleg
Author_Institution :
Karpenko Physico-Mech. Inst., Lviv, Ukraine
fYear :
2008
Firstpage :
348
Lastpage :
349
Abstract :
In this paper a method for solving stereo matching problem is presented. It is based on minimization of some energy functional by iterated dynamic programming. The solution such task, where presents of occlusions, weakly or periodic textured regions provides some ambiguity for optimization process, propagating extra information i.e. ground control points (GCPs) in to the matching process by using oriented spatial filters allow us to obtain more accurate dense disparity maps. By employing iterated dynamic programming as optimization technique that performs optimization both along and across scan lines allows a typical inter scan-line inconsistency problem to be solved. Consequently, incorporating GCP in to the optimization process improves its stability end efficiency.
Keywords :
Gabor filters; dynamic programming; image matching; image reconstruction; iterative methods; stereo image processing; Gabor filters; dense stereo matching; ground control point; iterated dynamic programming; Image matching; iterated dynamic programming; oriented spatial filters;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Modern Problems of Radio Engineering, Telecommunications and Computer Science, 2008 Proceedings of International Conference on
Conference_Location :
Lviv-Slavsko
Print_ISBN :
978-966-553-678-9
Type :
conf
Filename :
5423383
Link To Document :
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