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A research of targets tracking and positioning algorithm based on multi-feature fusion

  • Pengfeng Chen
  • , Long Zhao*
  • *此作品的通讯作者
  • 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

In order to improve the accuracy and robustness of targets tracking and positioning, this paper proposes a particle filter algorithm based on multi-feature fusion. According to the diversity of character information, a multi-feature fusion strategy based on color, texture, and edge character has been developed, which can realize the comprehensive utilization of various visual features information. A feature criterion function has been addressed to the weighted strategy of multi-feature fusion, which can adjust adaptively the weight of feature and enhance the reliability of target tracking. Combined with binocular stereo vision technology, this algorithm can locate the target by calculating the geometrical relationship between the correspondence pixel points and spatial points. The test results show that the algorithm can realize the target tracking and positioning more accurately.

源语言英语
主期刊名China Satellite Navigation Conference, CSNC 2016, Proceedings
编辑Jingnan Liu, Shiwei Fan, Jiadong Sun, Feixue Wang
出版商Springer Verlag
333-343
页数11
ISBN(印刷版)9789811009334
DOI
出版状态已出版 - 2016
活动7th China Satellite Navigation Conference, CSNC 2016 - Changsha, 中国
期限: 18 5月 201620 5月 2016

出版系列

姓名Lecture Notes in Electrical Engineering
388
ISSN(印刷版)1876-1100
ISSN(电子版)1876-1119

会议

会议7th China Satellite Navigation Conference, CSNC 2016
国家/地区中国
Changsha
时期18/05/1620/05/16

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