强化先验骨架结构的轻量型高效人体姿态估计

孙雪菲,张瑞峰,关欣,李锵

Lightweight and efficient human pose estimation with enhanced priori skeleton structure

Xuefei SUN,Ruifeng ZHANG,Xin GUAN,Qiang LI

表 3 在COCO验证集上不同网络的平均精度和平均召回率消融结果

Tab.3 Average precision and average recall ablation results of different networks on COCO validation set

方法 Np/106 FLOPs/109 AP/% AP0.5/% AP0.75/% APM/% APL/% AR/% Baseline 28.5 7.1 74.4 90.5 81.9 70.8 81.0 79.8 Baseline+LIRM 18.3 5.1 74.9 91.0 82.4 71.2 81.3 79.9 Baseline+LIRM+PEM 18.8 5.3 75.6 92.1 83.0 72.2 81.5 80.1 Baseline+LIRM+PEM+DCM 21.1 6.3 76.7 93.6 84.8 73.3 81.8 80.7