计算机与现代化 ›› 2013, Vol. 1 ›› Issue (7): 127-129.doi: 10.3969/j.issn.1006-2475.2013.07.034

• 图像处理 • 上一篇    下一篇

基于自适应权重的全局图割立体匹配算法

陈荣通   

  1. 国家广播电影电视总局751台,福建邵武354000
  • 收稿日期:2013-05-06 修回日期:1900-01-01 出版日期:2013-07-17 发布日期:2013-07-17

A Global Graph Segment Stereo Matching Algorithm Based on Adaptive Support-weight

CHEN Rong-tong   

  1. Station 751 of the State Administration of Radio, Film and Television, Shaowu 354000, China
  • Received:2013-05-06 Revised:1900-01-01 Online:2013-07-17 Published:2013-07-17

摘要: 针对立体匹配中存在纹理、遮挡区域和深度不连续的问题,提出一种基于自适应权重的全局图割立体匹配算法,一方面,采用单像素自适应权重加窗匹配能够减少深度不连续和稀疏纹理处匹配的误差;另一方面,对于图割中的平滑项表示和遮挡处理,使用一定平滑约束和遮挡约束构建能量函数而取得最优解。实验结果表明,该算法能保证匹配的可靠性。

关键词: 立体匹配, 图割, 视差, 遮挡

Abstract: For the problem of textureless regions, occluded regions and depth discontinuity regions in the stereo matching, the new algorithm based on the adaptive support-weight of geobal graph segment stereo matching is proposed. On the one hand, it can reduce the matching error which happens in the depth discontinuity regions and the textureless regions by the single adaptive support-weight matching method. On the other hand, as for as the occlusion handing and smooth express in graph segment, a optimal solution is achieveding by using a certain smooth constraint and occlude constraint to build energy function. The experimental results indicate that the algorithm can guarantee the reliability of matching.

Key words: stereo matching, graph cuts, disparity, occlude