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 1 不同方法在CASIA-V数据集上的跨视角对比结果

Tab.1 Cross-view comparison results of different methods on CASIA-V dataset

方法 R-1/% NM BG CL 均值 GaitGraph[13] 84.7 74.8 66.3 75.2 PoseGait[12] 69.7 45.1 37.2 50.6 GaitSet[5] 92.8 87.2 69.9 83.3 TransGait[19] 96.4 94.4 85.3 92.0 SkeletonGait++[21] 95.9 90.9 84.7 90.5 MSAFF[18] 94.6 91.2 83.8 89.8 SIGait(本研究) 97.7 96.3 90.9 94.9