Table 7. The comparing results summary of Jain, Han, Srihari, Sun and our methods.
Method | Database(pairs×members×fingers ×times) | Matcher | Matching Results(Identical-twin vs. Non-twin) | Class Correlation(Identical-twin vs. randomly chosen) |
Jain [2] | 94×2×1×1 (184) | Minutiae [18] | FAR: 2-6% higher | 0.7750 vs. 0.2718 |
Han [5] | 66×2×3×10 | Minutiae [5] | EER: 1-2% higher | 0.6455 vs. 0.1373Base on Tab. 2 [5] |
Srihari [6] | 298×2×10×1 | NFIS [19] | FPR:6.17% vs. 2.91% | 0.5500 vs. 0.3200 |
Sun [7] | 51×2×4×2 | VeriFinger [14] | EER:6.79% vs. 4.40% | NA |
Our Method | 83×2×4×6 | P071 [13] | EER:8.67% vs.5.94% | 0.7440 vs. 0.3215 |
VeriFinger [14] | EER: 5.83% vs. 5.38% |