Table 3.
The ablation study of the online augmentation method.
No. | BJ. | HS. | LS. | EER | FRR@ FAR = 0.1% | FRR@ FAR = 0.01% |
---|---|---|---|---|---|---|
1 | × | × | × | 2.80% | 9.46% | 17.05% |
2 | √ | × | × | 2.64% | 8.00% | 14.86% |
3 | × | √ | × | 2.50% | 8.89% | 16.83% |
4 | × | × | √ | 2.71% | 9.30% | 17.43% |
5 | × | √ | √ | 2.36% | 7.84% | 16.16% |
6 | √ | × | √ | 2.50% | 6.48% | 14.41% |
7 | √ | √ | × | 2.36% | 7.84% | 14.48% |
8 | √ | √ | √ | 2.27% | 6.06% | 13.97% |
BJ., HS., and LS. stand for the brightness jitter, horizontal shift, and longitudinal scaling.