Laser & Optoelectronics Progress, Volume. 55, Issue 12, 121015(2018)

Correlation Filter Tracking Algorithm Based on Model and Scale Updating

Yue Cheng*, Jianzeng Li, Lina Zhu, and Aihua Li
Author Affiliations
  • Department of UAV Engineering, Army Engineering University, Shijiazhuang, Hebei 050003, China
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    Figures & Tables(7)
    Correlation filter workflow
    Comparison of responses under good tracking and interference conditions. (a) With good tracking; (b) with occlusion; (c) with similar target
    Change of PSR
    Tracking precision before and after the update strategy
    Comparison of the results obtained by the proposed algorithm and the original algorithm. (a) Precision; (b) success rate
    Comparison of the data obtained by the proposed algorithm and existing algorithms. (a) Precision; (b) success rate
    Comparison of the effect obtained by the proposed algorithm and existing algorithms for different video sequences. (a) Panda; (b) Girl; (c) CarScale; (d) Dog1; (e) Car2; (f) Walking2
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    Yue Cheng, Jianzeng Li, Lina Zhu, Aihua Li. Correlation Filter Tracking Algorithm Based on Model and Scale Updating[J]. Laser & Optoelectronics Progress, 2018, 55(12): 121015

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    Paper Information

    Category: Image Processing

    Received: May. 18, 2018

    Accepted: Jul. 5, 2018

    Published Online: Aug. 1, 2019

    The Author Email: Yue Cheng (18633063191@163.com)

    DOI:10.3788/LOP55.121015

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