From: Spatio-temporal silhouette sequence reconstruction for gait recognition against occlusion
Reconstruction | Uncooperative | Cooperative | ||||
---|---|---|---|---|---|---|
method | Rank-1 | Rank-5 | EER | Rank-1 | Rank-5 | EER |
W/O reconstruction | 3.9 | 5.0 | 46.4 | 7.4 | 11.0 | 45.5 |
CE | 42.1 | 59.2 | 11.5 | 54.1 | 68.9 | 9.8 |
VideoGan | 56.8 | 71.4 | 8.9 | 64.1 | 75.6 | 8.3 |
iVideoWGAN | 58.4 | 72.8 | 8.8 | 65.4 | 77.4 | 8.1 |
iVideoWGAN-hinge | 59.7 | 73.8 | 8.3 | 67.9 | 78.7 | 7.7 |
sVideoWGAN | 63.4 | 75.6 | 8.5 | 69.8 | 80.1 | 7.6 |
sVideoWGAN-hinge | 64.7 | 76.5 | 8.4 | 70.5 | 79.9 | 7.6 |