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Stereo matching with Global Edge Constraint and Graph Cuts

  • Hong Zhang
  • , Feiyang Cheng
  • , Ding Yuan
  • , Yuecheng Li
  • , Mingui Sun*
  • *此作品的通讯作者
  • Beihang University
  • University of Pittsburgh

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

We propose a novel method on stereo matching based on the Global Edge Constraint (GEC) and Graph Cuts. Firstly, the GEC composed of particular image edges is employed to generate the initial disparity maps. And then the reliable disparity maps consistent with the observed data are extracted to construct the data term of the energy function. Finally, we incorporate the GEC as a soft constraint into our global optimization framework, and the optimal solution could be approximated via graph cuts. Experimental results demonstrated the good performance of our proposed approach.

源语言英语
主期刊名ICPR 2012 - 21st International Conference on Pattern Recognition
出版商Institute of Electrical and Electronics Engineers Inc.
372-375
页数4
ISBN(印刷版)9784990644109
出版状态已出版 - 2012
活动21st International Conference on Pattern Recognition, ICPR 2012 - Tsukuba, 日本
期限: 11 11月 201215 11月 2012

出版系列

姓名Proceedings - International Conference on Pattern Recognition
ISSN(印刷版)1051-4651

会议

会议21st International Conference on Pattern Recognition, ICPR 2012
国家/地区日本
Tsukuba
时期11/11/1215/11/12

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