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Comparison of the error rates of finger-vein recognition between the original vein image (case 1 in Table 3) and the Gabor filtered image (case 3) in VGG Net-16.
| Method Name | Input Image | EER (%) | ||
|---|---|---|---|---|
| Good-Quality Database | Mid-Quality Database | Low-Quality Database | ||
| B (of Table 4) (VGG Net-16 (no fine-tuning)) | Gabor filtered image | 1.078 | 4.016 | 7.905 |
| Original image | 1.481 | 4.928 | 7.278 | |
| B-1 (of Table 4) (VGG Net-16 (fine-tuning)) | Gabor filtered image | 0.830 | 3.412 | 7.437 |
| Original image | 0.804 | 2.967 | 6.115 | |
