DocumentCode
2633986
Title
Occlusion detectable stereo-occlusion patterns in camera matrix
Author
Nakamura, Yuichi ; Matsuura, Tomohiko ; Satoh, Kiyohide ; Ohta, Yuichi
Author_Institution
Inst. of Inf. Sci. & Electron., Tsukuba Univ., Ibaraki, Japan
fYear
1996
fDate
18-20 Jun 1996
Firstpage
371
Lastpage
378
Abstract
In stereo algorithms with more than two cameras, the improvement of accuracy is often reported since they are robust against noise. However, another important aspect of the polynocular stereo, that is the ability of occlusion detection, has been paid less attention. We intensively analyzed the occlusion in the camera matrix stereo (SEA) and developed a simple but effective method to detect the presence of occlusion and to eliminate its effect in the correspondence search. By considering several statistics on the occlusion and the accuracy in the SEA, we derived a few base masks which represent occlusion patterns and are effective for the detection of occlusion. Several experiments using typical indoor scenes showed quite good performance to obtain dense and accurate depth maps even at the occluding boundaries of objects
Keywords
computer vision; stereo image processing; camera matrix; camera matrix stereo; correspondence search; indoor scenes; occluding boundaries; occlusion detectable stereo; occlusion detection; occlusion patterns; polynocular stereo; stereo algorithms; Cameras; Geometrical optics; Layout; Lenses; Noise robustness; Statistics; Stereo vision;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Vision and Pattern Recognition, 1996. Proceedings CVPR '96, 1996 IEEE Computer Society Conference on
Conference_Location
San Francisco, CA
ISSN
1063-6919
Print_ISBN
0-8186-7259-5
Type
conf
DOI
10.1109/CVPR.1996.517099
Filename
517099
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