Stereo matching using dynamic programming based on occlusion detection

被引:2
作者
Chen, Huahua [1 ]
机构
[1] Hangzhou Dianzi Univ, Coll Commun Engn, Hangzhou 310018, Peoples R China
来源
2007 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS I-V, CONFERENCE PROCEEDINGS | 2007年
关键词
stereo matching; dynamic programming; occlusion detection; smoothness constraint;
D O I
10.1109/ICMA.2007.4303939
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The effect of horizontal streaks in disparity map obtained by traditional dynamic programming based stereo matching(DPSM) algorithm mainly result from disparity smoothness constraint dependent on the boundaries in the image whose accuracy affects the constraints on disparity discontinuity regions and match correctness directly. Then a DPSM algorithm based on occlusion detection, replacing edges detection in the traditional DPSM algorithm to obtain the disparity discontinuity regions to control disparity smoothness constraint, is proposed, and the experimental result shows that the algorithm can improve the performance and has much better result than the traditional.
引用
收藏
页码:2445 / 2449
页数:5
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