Covariance Tracking Algorithm Based on Particle Filter and Adaptive Template Update

摘要：

The region descriptor and template update strategy are the keys of object tracking algorithm.In the paper,we proposed an adaptive template update method based on region covariance descriptor to track the object in a complex circumstance using particle filter.We experimented the proposed approach on people in video sequences,and experimental results show that this method has better performance.

关键词： object tracking region covariance matrix particle filter adaptive template update

作者: Pianpian Wu Jingling Wang Qin Zhang

作者单位: Dept.of Information Engineering Communication University of China Beijing,P.R.China

会议类型: 国际会议

会议名称: 2010 2nd International Conference on Education Technology and Computer(第二届IEEE教育技术与计算机国际会议 ICETC 2010)

会议地点: 上海

会议语种:英文

页码: 199-202

在线出版日期: 2010-06-22（万方平台首次上网日期，不代表论文的发表时间）