Table 1 Rank-1/5 [%] and EER [%] for the experiment for the known and same occlusion pattern
From: Spatio-temporal silhouette sequence reconstruction for gait recognition against occlusion
Reconstruction method | RDLR_30 vs RDLR_30 | RDLR_50 vs RDLR_50 | RDBT_30 vs RDBT_30 | RDBT_50 vs RDBT_50 | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Â | Rank-1 | Rank-5 | EER | Rank-1 | Rank-5 | EER | Rank-1 | Rank-5 | EER | Rank-1 | Rank-5 | EER |
W/O reconstruction | 57.4 | 70.0 | 9.5 | 30.9 | 39.6 | 18.6 | 66.4 | 79.4 | 8.4 | 52.2 | 66.8 | 10.8 |
CE | 72.6 | 83.8 | 7.2 | 54.3 | 70.5 | 9.5 | 76.1 | 84.9 | 7.0 | 66.0 | 77.6 | 8.5 |
VideoGan | 79.7 | 87.5 | 6.3 | 70.9 | 81.8 | 7.3 | 80.7 | 87.9 | 6.0 | 74.7 | 84.6 | 6.7 |
iVideoWGAN | 80.8 | 87.8 | 6.2 | 71.3 | 82.0 | 7.4 | 80.5 | 88.0 | 6.0 | 75.2 | 84.8 | 6.7 |
iVideoWGAN-hinge | 81.4 | 88.1 | 6.1 | 73.2 | 83.8 | 6.8 | 81.4 | 88.0 | 5.8 | 75.9 | 84.9 | 6.7 |
sVideoWGAN | 81.9 | 88.5 | 6.1 | 74.7 | 84.5 | 6.8 | 82.0 | 88.7 | 6.0 | 76.8 | 85.4 | 6.6 |
sVideoWGAN-hinge | 82.4 | 88.6 | 6.0 | 75.9 | 85.4 | 6.6 | 82.5 | 89.0 | 5.9 | 77.3 | 86.3 | 6.2 |