基于小样本人体运动行为识别的孪生网络算法

姚明辉,王悦燕,吴启亮,牛燕,王聪

Siamese networks algorithm based on small human motion behavior recognition

Minghui YAO,Yueyan WANG,Qiliang WU,Yan NIU,Cong WANG

表 4 不同主干网络的实验结果

Tab.4 Experimental results of different backbone networks

Plan A/% P/% R/% F1 (a) 88.25 88.46 88.36 0.8849 (b) 89.02 89.21 89.32 0.8906 (c) 90.88 90.25 90.56 0.9084 (d) 90.86 90.56 90.49 0.9065 (e) 80.56 80.59 80.74 0.8062 (f) 81.36 81.32 81.35 0.8136 (g) 85.69 85.48 85.39 0.8564 (h) 91.85 91.84 91.68 0.9182