• Laser & Optoelectronics Progress
  • Vol. 57, Issue 4, 041508 (2020)
Jingxiang Xu*, Xuedong Wu, and Kaiyun Yang
Author Affiliations
  • School of Electronic Information, Jiangsu University of Science and Technology, Zhenjiang, Jiangsu 212000, China
  • show less
    DOI: 10.3788/LOP57.041508 Cite this Article Set citation alerts
    Jingxiang Xu, Xuedong Wu, Kaiyun Yang. Context-Aware Correlation Filter Tracking Based on Gaussian Output Constraint[J]. Laser & Optoelectronics Progress, 2020, 57(4): 041508 Copy Citation Text show less
    Comparison of test results of eight algorithms. (a) Precision; (b) success rate
    Fig. 1. Comparison of test results of eight algorithms. (a) Precision; (b) success rate
    Average precision and success rate under different attributes. (a)(b) Scale variation; (c)(d) out of plane rotation; (e)(f) fast motion
    Fig. 2. Average precision and success rate under different attributes. (a)(b) Scale variation; (c)(d) out of plane rotation; (e)(f) fast motion
    Actual tracking results of part of video sequences. (a) Couple; (b) jogging; (c) jumping; (d) lemming
    Fig. 3. Actual tracking results of part of video sequences. (a) Couple; (b) jogging; (c) jumping; (d) lemming
    AlgorithmSuccess rate /%
    OCCDEFMBFMIVOPRSVIPRLRBCOV
    OCCACF76.180.070.381.373.679.172.870.351.272.076.1
    KCF61.867.159.562.758.163.553.261.535.767.265.0
    Staple73.277.462.875.069.273.868.671.449.969.858.6
    CACF74.378.569.079.571.977.071.767.854.275.476.8
    DSST64.563.052.865.168.167.366.867.949.762.751.2
    CSK40.437.033.641.938.846.138.645.739.749.141.0
    DFT43.851.838.945.244.263.539.641.719.749.540.0
    CT27.428.414.921.022.525.426.323.012.628.124.7
    Table 1. Success rate of eight algorithms under different attributes
    Jingxiang Xu, Xuedong Wu, Kaiyun Yang. Context-Aware Correlation Filter Tracking Based on Gaussian Output Constraint[J]. Laser & Optoelectronics Progress, 2020, 57(4): 041508
    Download Citation