基于知识共享的遮挡人体姿态估计网络

江佳鸿,夏楠,李长吾,于鑫淼

Occluded human pose estimation network based on knowledge sharing

Jiahong JIANG,Nan XIA,Changwu LI,Xinmiao YU

表 1 不同算法在COCO2017数据集上的性能对比

Tab.1 Performance comparison of different algorithms in COCO 2017 dataset

% 算法 AP AP5 AP75 APM APL AR 文献[2] 75.0 90.2 82.7 72.0 79.3 77.6 文献[3] 74.8 92.5 81.6 72.0 79.3 77.6 文献[4] 77.6 93.7 83.2 73.8 81.9 80.8 文献[6] 72.1 91.4 80.0 68.8 77.2 78.5 文献[11] 74.4 90.5 81.9 70.8 81.0 79.8 文献[12] 77.3 92.1 83.8 73.6 83.3 80.1 文献[14] 76.1 90.6 83.4 72.8 82.7 81.3 文献[20] 75.6 90.1 83.0 72.7 83.2 78.5 文献[15] 75.2 90.5 82.3 71.5 81.9 80.3 本研究 78.5 94.0 84.2 74.7 82.6 80.6