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An optimized target tracking algorithm of online boosting

  • Northwestern Polytechnical University Xian
  • Air Force Engineering University Xian

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)

摘要

On the basis of online boosting algorithm, this paper presents an optimized target tracking algorithm. Now, the commonly-used tracking algorithm usually tracks the targets as a whole, thus facing great difficulty in realizing effective tracking while the target is severely shielded. In order to surmount the difficulties resulting from shielding, this paper puts forward block-based target tracking algorithm that splits the target into several parts and then locates the target through summing up the tracking results of every part. To meet the changes of target appearance in tracking process, this paper brings forth block-based target tracking algorithm of online boosting in combination with block-based thinking and online boosting framework. The experimental results illustrate that this algorithm has upgraded tracking robustness and accuracy.

源语言英语
主期刊名2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014
出版商Institute of Electrical and Electronics Engineers Inc.
450-455
页数6
ISBN(电子版)9781479952748
DOI
出版状态已出版 - 15 12月 2014
活动2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014 - Guilin, Guangxi, 中国
期限: 5 8月 20148 8月 2014

出版系列

姓名2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014

会议

会议2014 IEEE International Conference on Signal Processing, Communications and Computing, ICSPCC 2014
国家/地区中国
Guilin, Guangxi
时期5/08/148/08/14

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