DocumentCode
3200117
Title
Experimental analysis of a number of stereo matching components using LMA
Author
Stewart, Charles V. ; MacCrone, Janice K.
Author_Institution
Dept. of Comput. Sci., Rensselaer Polytech. Inst., Troy, NY, USA
Volume
i
fYear
1990
fDate
16-21 Jun 1990
Firstpage
254
Abstract
A stereo matching algorithm is described that combines new techniques with features of existing algorithms. The final version of the algorithm, called LMA (local matching algorithm), includes (1) a modified disparity gradient support computation that gathers support for each candidate match by examining other candidate matches in an adaptively sized window surrounding that match, (2) a new form of multiresolution that derives support for each match by searching adjacent resolution levels for candidate matches that have similar positions, orientations, and disparities, and (3) a new final consistency check called the area rule that tests each high-confidence match to ensure consistency with at least a minimum percentage of its neighboring high-confidence matches. The algorithm is built incrementally, and the effectiveness of each proposed component of the algorithm is demonstrated experimentally
Keywords
computer vision; pattern recognition; adjacent resolution levels; area rule; candidate matches; consistency check; high-confidence match; local matching algorithm; modified disparity gradient support computation; multiresolution; searching; stereo matching algorithm; Computer science; Layout; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 1990. Proceedings., 10th International Conference on
Conference_Location
Atlantic City, NJ
Print_ISBN
0-8186-2062-5
Type
conf
DOI
10.1109/ICPR.1990.118106
Filename
118106
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