Table 4 Rank-1/5 [%] and EER [%] for the experiment for the unknown but same and different occlusion pattern settings
From: Spatio-temporal silhouette sequence reconstruction for gait recognition against occlusion
Reconstruction method | RDLR_30 vs RDLR_30 | RDLR_30 vs RDLR_50 | RDLR_30 vs RDBT_30 | RDLR_30 vs RDBT_50 | RDLR_30 vs GT | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Â | Rank-1 | Rank-5 | EER | 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 | 0.8 | 2.2 | 39.6 | 6.1 | 15.4 | 25.6 | 2.0 | 5.5 | 29.2 | 1.3 | 2.6 | 36.7 |
CE | 70.7 | 82.4 | 7.4 | 51.3 | 70.5 | 10.7 | 66.4 | 78.7 | 8.1 | 52.5 | 69.9 | 9.9 | 62.9 | 77.4 | 8.1 |
VideoGan | 78.0 | 86.3 | 6.2 | 72.9 | 83.5 | 6.8 | 78.0 | 86.2 | 6.2 | 74.3 | 84.6 | 6.7 | 75.5 | 85.0 | 6.5 |
iVideoWGAN | 79.4 | 87.2 | 5.9 | 74.5 | 84.7 | 6.5 | 78.9 | 87.5 | 6.0 | 74.2 | 85.0 | 6.5 | 78.1 | 85.7 | 6.4 |
iVideoWGAN-hinge | 80.0 | 87.8 | 5.8 | 76.3 | 84.9 | 6.5 | 79.8 | 87.4 | 6.0 | 76.3 | 85.6 | 6.3 | 78.6 | 86.6 | 6.2 |
sVideoWGAN | 82.8 | 89.3 | 5.8 | 78.2 | 86.6 | 6.3 | 82.8 | 89.2 | 5.8 | 79.4 | 88.2 | 6.0 | 80.6 | 88.0 | 6.2 |
sVideoWGAN-hinge | 83.1 | 89.4 | 5.5 | 78.5 | 86.8 | 6.2 | 82.7 | 89.3 | 5.7 | 79.8 | 87.5 | 5.9 | 80.5 | 88.0 | 6.2 |