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Anti-Occlusion Correlation Filter Tracking Based on Multi-Peaks Response

Jiale SunLongsheng WeiWei LiuFeng LiuMin WangXu Yin

School of Automation,China University of GeosciencesHubei key Laboratory of Advanced Control and Intelligent Automation for Complex Systems

摘要:Aiming at the problem that the target occlusion and target loss in the target tracking process can not be solved by most tracking algorithms, anti-occlusion correlation filter tracking based on multi-peaks response is proposed. When the target is occluded, the response of the multi-peaks and the highest peaks exceeds the set thresholds, and the two-dimensional matrix of the Gaussian distribution is used to perform a point multiplication operation with the confidence map to obtain a new confidence map, and the current frame model update is stopped. Experiments show that compared with other algorithms, the algorithm has a significant improvement in tracking accuracy and speed when dealing with video sequences whose targets are occluded.
会议名称:

第三十八届中国控制会议

会议时间:

2019-07-27

会议地点:

中国广东广州

  • 专辑:

    信息科技

  • 专题:

    无线电电子学; 计算机软件及计算机应用

  • 分类号:

    TP391.41;TN713

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