强化先验骨架结构的轻量型高效人体姿态估计
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孙雪菲,张瑞峰,关欣,李锵
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Lightweight and efficient human pose estimation with enhanced priori skeleton structure
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Xuefei SUN,Ruifeng ZHANG,Xin GUAN,Qiang LI
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| 表 2 在MPII数据集上阈值为0.5时不同主干网络的PCKh值 |
| Tab.2 PCKh values for different backbone networks at threshold of 0.5 on MPII dataset |
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| 方法 | Np/106 | FLOPs/109 | PCK/% | PCKhmean/% | | 头部 | 肩膀 | 肘部 | 腕部 | 臀部 | 膝盖 | 脚踝 | | Baseline | 28.5 | 9.4 | 97.1 | 95.9 | 90.3 | 86.4 | 89.1 | 87.1 | 83.3 | 90.3 | | Baseline+LIRM | 18.3 | 6.8 | 96.9 | 96.0 | 90.3 | 85.7 | 89.2 | 86.8 | 83.2 | 90.3 | | Baseline+LIRM+PEM | 19.0 | 7.0 | 97.3 | 96.1 | 90.7 | 86.3 | 89.3 | 87.3 | 83.4 | 90.4 | | Baseline+LIRM+PEM+DCM | 21.3 | 8.4 | 97.8 | 96.4 | 90.8 | 86.7 | 89.5 | 87.4 | 83.6 | 90.5 |
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