自适应上下文感知的目标追踪方法
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柏昀旭,陆新江,骆锐
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Adaptive context-aware target tracking method
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Yun-xu BAI,Xin-jiang LU,Rui LUO
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| 表 2 优秀跟踪算法在OTB2013上的各评价指标得分 |
| Tab.2 Scores of each evaluation index between outstanding algorithms on OTB2013 database |
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| 算法 | DP /% | OP /% | AUC /% | v /（帧·s−1） | | ADA_CA（K=2） | 88.16 | 81.12 | 64.29 | 27.2 | | BACF | 83.87 | 81.41 | 63.78 | 27.1 | | ARCF | 82.84 | 79.18 | 62.62 | 4.5 | | Staple | 79.26 | 75.39 | 59.95 | 44.9 | | SRDCF | 83.79 | 78.13 | 62.62 | 4.5 | | CSRDCF | 80.28 | 73.78 | 59.33 | 22.8 | | LMCF | 84.20 | 80.03 | 62.76 | 77.6 | | LCT | 84.12 | 80.70 | 62.37 | 21.6 | | SAMF | 78.50 | 73.19 | 57.93 | 18.6 | | fDSST | 73.97 | 67.03 | 55.42 | 19.4 | | CFNet | 78.49 | 75.19 | 58.89 | NaN | | SiamFC | 80.93 | 77.86 | 60.73 | NaN | | DCFNet | 79.45 | 77.86 | 62.24 | 21.2 | | ACFN | 85.96 | 75.03 | 60.71 | 7.0 | | HCF | 87.86 | 73.22 | 59.75 | 8.0 | | HDT | 87.74 | 72.96 | 59.64 | 4.3 |
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