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Tracking of infrared radiation dim target based on mean-shift and particle filter

  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

To effectively solve the problems of IR dim target tracking with complex background and the poorly effect of standard particle filter in this area, a complex tracking strategy based on Mean-Shift and particle filter is presented. As the combination of both advantages, the particles are sprayed over the position of maximum probability calculated by Mean-Shift algorithm for purpose of reducing the waste of particles and avoiding the loss of target. The utilization of particles is increased obviously, and thus it improves tracking procedure stability and robustness. Experiment results show that the combination algorithm can not only track dim target accurately with better real-time and tracking accuracy but also has a strong robustness for complex background interference.

源语言英语
主期刊名2014 IEEE Chinese Guidance, Navigation and Control Conference, CGNCC 2014
出版商Institute of Electrical and Electronics Engineers Inc.
671-675
页数5
ISBN(电子版)9781479946990
DOI
出版状态已出版 - 12 1月 2015
活动6th IEEE Chinese Guidance, Navigation and Control Conference, CGNCC 2014 - Yantai, 中国
期限: 8 8月 201410 8月 2014

出版系列

姓名2014 IEEE Chinese Guidance, Navigation and Control Conference, CGNCC 2014

会议

会议6th IEEE Chinese Guidance, Navigation and Control Conference, CGNCC 2014
国家/地区中国
Yantai
时期8/08/1410/08/14

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