A video tracking method based on Niche Particle Swarm Algorithm-Particle Filter

Xin Li*, Wenjie Chen, Zengguang Shang

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

4 引用 (Scopus)

摘要

In order to improve the stability and robustness in video tracking based on particle filter. We proposed Niche Particle Swarm Algorithm-Particle Filter (NPSA-PF) which applies Niche Particle Swarm Algorithm to the re-sampling stage in particle filter. The ability of Niche Particle Swarm Algorithm which improves the particles' local search ability and weakens the information sharing between particles, effectively reduces the tracking particles number and improves tracking stability and robustness. We use it in video tracking and the performance is validated to be effective.

源语言英语
主期刊名WCICA 2012 - Proceedings of the 10th World Congress on Intelligent Control and Automation
4780-4783
页数4
DOI
出版状态已出版 - 2012
活动10th World Congress on Intelligent Control and Automation, WCICA 2012 - Beijing, 中国
期限: 6 7月 20128 7月 2012

出版系列

姓名Proceedings of the World Congress on Intelligent Control and Automation (WCICA)

会议

会议10th World Congress on Intelligent Control and Automation, WCICA 2012
国家/地区中国
Beijing
时期6/07/128/07/12

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