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Vehicle detection segmentation based on adaboost and grabcut

  • Yan Gao*
  • , Mingang Chen
  • , Lizhuang Ma
  • *此作品的通讯作者
  • East China Normal University
  • Shanghai Jiao Tong University
  • Science and Technology Information Center

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Segmentation of moving regions in image sequences is a fundamental step in many vision systems including automated visual surveillance, human-machine interface. In this paper, we combine background subtraction algorithm with adaboost classifier to obtain exact moving areas. Grabcut segmentation is then used to further accurately segment the moving target areas. Our experiments show that our algorithm can achieve high reliability target detection with low false positive rate in complex situations.

源语言英语
主期刊名Proceedings of the 2010 IEEE International Conference on Progress in Informatics and Computing, PIC 2010
896-900
页数5
DOI
出版状态已出版 - 2010
已对外发布
活动2010 1st IEEE International Conference on Progress in Informatics and Computing, PIC 2010 - Shanghai, 中国
期限: 10 12月 201012 12月 2010

出版系列

姓名Proceedings of the 2010 IEEE International Conference on Progress in Informatics and Computing, PIC 2010
2

会议

会议2010 1st IEEE International Conference on Progress in Informatics and Computing, PIC 2010
国家/地区中国
Shanghai
时期10/12/1012/12/10

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