Table 2 Verification rate comparison with the state-of-the-art methods at 0.001 FAR
From: Three-dimensional face recognition under expression variation
| Â | N vs. N | N vs. E | A vs. A | ROCIII |
|---|---|---|---|---|
Mian [25] | 99.4% | - | 86.6% | - |
Maurer [26] | 97.8% | - | 87% | - |
Cook [27] | - | - | 92.31% | 92.01% |
Faltemier [4] | - | - | 93.2% | 94.8% |
Alyuz [9] | - | - | - | 85.64% |
Zhang [8] | 98.3% | 89.5% | - | - |
Wang [5] | - | - | 98.13% | 98.04% |
Berretti [7] | 97.7% | - | 81.2% | - |
Kakadiaris [10] | - | - | - | 97% |
Drira [11] | - | - | 93.96% | 97% |
Mohammadzade [12] | - | - | 99.6% | 99.2% |
Our method (training set: FRGC v1) | 99.53% | 96.25% | 98.86% | 97.05% |