基于姿态诱导的多模态步态识别

高巍,于志栋,常媛媛,苗旺,尹永亮,邓红霞

Multimodal gait recognition based on pose induction

Wei GAO,Zhidong YU,Yuanyuan CHANG,Wang MIAO,Yongliang YIN,Hongxia DENG

表 2 在CASIA-V数据集上对3D-SIM的跨视角消融实验结果

Tab.2 Cross-view ablation experiment results of 3D-SIM on CASIA-V dataset

方法 R-1/% NM BG CL 均值 GaitGraph[13] 84.7 74.8 66.3 75.2 GaitGraph(3D) 69.0 59.6 53.3 60.6 GaitGraph(3D)+ 89.4 84.0 75.8 83.0 PoseGait(3D)[12] 68.7 44.5 36.0 49.7 PoseGait(3D)+ 91.1 84.9 77.8 84.6 MSAFF[18] 94.6 91.2 83.8 89.8 MSAFF(3D) 90.3 88.5 80.6 86.4 SIGait(本研究) 97.7 96.3 90.9 94.9