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 3 优秀跟踪算法在OTB2015数据集上的各评价指标得分 |
| Tab.3 Scores of each evaluation index between outstanding algorithms on OTB2015 database |
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| 算法 | DP /% | OP /% | AUC /% | v /（帧·s−1） | | ADA_CA（K=2） | 86.87 | 76.34 | 61.53 | 24.5 | | BACF | 81.06 | 76.74 | 61.09 | 27.5 | | ARCF | 80.65 | 74.65 | 60.66 | 24.4 | | Staple | 78.40 | 70.92 | 58.13 | 42.9 | | SRDCF | 78.95 | 72.84 | 59.80 | 4.3 | | CSRDCF | 80.24 | 70.19 | 58.69 | 22.6 | | LMCF | 78.85 | 71.88 | 58.01 | 42.9 | | LCT | 75.84 | 69.77 | 55.95 | 20.7 | | SAMF | 75.13 | 67.37 | 55.32 | 17.0 | | fDSST | 68.67 | 60.53 | 51.73 | 17.7 | | CFNet | 77.71 | 73.67 | 58.62 | NaN | | SiamFC | 77.05 | 73.05 | 58.21 | NaN | | DCFNet | 75.07 | 41.20 | 57.99 | 41.2 | | ACFN | 79.90 | 69.25 | 57.31 | 10.0 | | HCF | 83.10 | 65.14 | 55.81 | 10.4 | | HDT | 84.20 | 65.35 | 56.11 | 5.5 |
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