Laser & Optoelectronics Progress, Volume. 57, Issue 24, 241012(2020)
Adaptive Context-Aware Correlation Filter Tracking
Figures & Tables(4)
Fig. 1. Success rate and precision for 8 tracking algorithms on OTB100.(a) Precision; (b) success rate
Table 1. Precision scores of 8 tracking algorithms on 11 attribute sequences on OTB100
View tableTable 1. Precision scores of 8 tracking algorithms on 11 attribute sequences on OTB100
Attribute Proposed SRDCF KCF DSST Staple DCF_CA MOSSE_CA STRCF IV 0.816 0.764 0.723 0.729 0.763 0.745 0.518 0.846 SV 0.753 0.734 0.632 0.644 0.721 0.689 0.503 0.887 OCC 0.859 0.704 0.627 0.602 0.709 0.645 0.532 0.715 DEF 0.843 0.712 0.610 0.565 0.732 0.674 0.499 0.760 MB 0.736 0.753 0.600 0.580 0.663 0.698 0.570 0.861 FM 0.748 0.759 0.622 0.582 0.699 0.718 0.563 0.841 IPR 0.779 0.721 0.699 0.709 0.754 0.735 0.582 0.842 OPR 0.744 0.718 0.667 0.660 0.720 0.669 0.529 0.878 OV 0.649 0.576 0.512 0.494 0.652 0.559 0.365 0.841 BC 0.785 0.767 0.695 0.699 0.732 0.749 0.540 0.841 LR 0.628 0.663 0.560 0.602 0.610 0.594 0.538 0.811
Table 2. Success rate scores of 8 tracking algorithms on 11 attribute sequences on OTB100
View tableTable 2. Success rate scores of 8 tracking algorithms on 11 attribute sequences on OTB100
Attribute Proposed SRDCF KCF DSST Staple DCF_CA MOSSE_CA STRCF IV 0.713 0.713 0.533 0.653 0.694 0.553 0.429 0.822 SV 0.647 0.660 0.421 0.551 0.609 0.464 0.374 0.816 OCC 0.828 0.648 0.505 0.546 0.637 0.504 0.439 0.666 DEF 0.785 0.635 0.485 0.507 0.634 0.520 0.418 0.671 MB 0.691 0.711 0.545 0.561 0.630 0.614 0.551 0.844 FM 0.688 0.703 0.521 0.543 0.630 0.594 0.520 0.818 IPR 0.689 0.648 0.556 0.629 0.664 0.608 0.499 0.783 OPR 0.661 0.647 0.519 0.584 0.637 0.536 0.434 0.837 OV 0.552 0.527 0.464 0.455 0.523 0.492 0.323 0.775 BC 0.704 0.701 0.584 0.622 0.668 0.642 0.459 0.796 LR 0.494 0.625 0.295 0.444 0.472 0.317 0.319 0.736
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Jiang Wentao, Tu Chao, Liu Wanjun, Jin Yan. Adaptive Context-Aware Correlation Filter Tracking[J]. Laser & Optoelectronics Progress, 2020, 57(24): 241012
Paper Information
Category: Image Processing
Received: May. 10, 2020
Accepted: --
Published Online: Nov. 25, 2020
The Author Email: Chao Tu (745700558@qq.com)
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