Table 15.
Comparison of recognition rate (%) of proposed works on IJB-A Face dataset
| Sl. No | Methods | Recognition rate (%) | Sl. No | Methods | Recognition rate (%) |
|---|---|---|---|---|---|
| 1 | SA-PFFT | 92.87 | 12 | SA-SGEF | 92.90 |
| 2 | NN-PFFT | 90.08 | 13 | NN-SGEF | 90.10 |
| 3 | SVM-PFFT | 88.10 | 14 | SVM-SGEF | 84.67 |
| 4 | PNN-PFFT | 89.20 | 15 | PNN-SGEF | 89.20 |
| 5 | SA-DGM | 90.17 | 16 | SA-GSGEF | 90.44 |
| 6 | NN-DG | 89.91 | 17 | NN-GSGEF | 87.17 |
| 7 | SVM-DG | 88.84 | 18 | SVM-GSGEF | 84.34 |
| 8 | PNN-DG | 83.98 | 19 | PNN-GSGEF | 89.18 |
| 9 | DCNN matching | 90.30 | |||
| 10 | VGG Face DCNN | 90.34 | |||
| 11 | FM + DCNN | 91.23 |