• Laser & Optoelectronics Progress
  • Vol. 55, Issue 12, 121015 (2018)
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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    DOI: 10.3788/LOP55.121015 Cite this Article Set citation alerts
    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 Copy Citation Text show less
    Correlation filter workflow
    Fig. 1. Correlation filter workflow
    Comparison of responses under good tracking and interference conditions. (a) With good tracking; (b) with occlusion; (c) with similar target
    Fig. 2. Comparison of responses under good tracking and interference conditions. (a) With good tracking; (b) with occlusion; (c) with similar target
    Change of PSR
    Fig. 3. Change of PSR
    Tracking precision before and after the update strategy
    Fig. 4. 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
    Fig. 5. 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
    Fig. 6. 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
    Fig. 7. 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
    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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