Table 5.
Description of the Replay-mobile dataset used in our study (unit: image sequences).
| Replay-Mobile Dataset | Training Dataset (12 people) | Validation Dataset (16 people) | Testing Dataset(12 people) | Total | |||
|---|---|---|---|---|---|---|---|
| Real Access | Presentation Attack | Real Access | Presentation Attack | Real Access | Presentation Attack | ||
| Video | 120 | 192 | 160 | 256 | 110 | 192 | 1030 |
| Image Sequence without Data Augmentation | 35,087 | 56,875 | 47,003 | 75,911 | 32,169 | 56,612 | 303,657 |
| Image Sequence with Data Augmentation | 105,261 | 113,750 | 141,009 | 151,822 | 32,169 | 56,612 | 600,623 |