Table 6 Recognition accuracy for uncooperative setting
(a) Rank 1 identification rate (%) | (b) EER | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
Probe | Probe | ||||||||||
Method | 0 | 30 | 60 | 90 | Mean | Method | 0 | 30 | 60 | 90 | Mean |
LDA | 8.1 | 12.4 | 12.3 | 11.8 | 11.1 | LDA | 32.1 | 27.9 | 28.7 | 30.6 | 29.8 |
1in-GEINet | 15.7 | 41.0 | 39.7 | 39.5 | 34.0 | 1in-GEINet | 14.4 | 6.3 | 7.8 | 8.1 | 9.2 |
Siamese | 15.6 | 36.2 | 33.1 | 36.5 | 30.3 | Siamese | 5.9 | 2.9 | 3.8 | 3.4 | 4.0 |
LB | 14.2 | 32.7 | 32.3 | 34.6 | 28.5 | LB | 9.5 | 4.7 | 5.5 | 5.1 | 6.2 |
MT | 11.1 | 31.5 | 31.1 | 29.8 | 25.9 | MT | 8.9 | 4.1 | 4.9 | 4.8 | 5.7 |
DM | 7.1 | 7.4 | 7.5 | 9.7 | 7.9 | DM | 46.1 | 40.1 | 42.2 | 46.3 | 43.7 |