Ref. & Year | Method | Classifier | Data | Features | Protocol | Accuracy (%) |
[20] ‘14 | FPDRC + CARC + SDEP | NN | Image | Both | - | 88.70 |
[29] ‘16 | Weighted Feats. | SVM | Image | Geo. | 2-fold | 93.00 |
[8] ‘09 | Boosted LBP | SVM | Image | App. | 10-fold | 95.10 |
[12] ‘11 | PCA | LDCRF | Sequence | Geo. | 4-fold | 95.79 |
[10] ‘15 | DVNP | RF | Sequence | Geo. | 10-fold | 96.38 |
[9] ‘17 | CNN | LR | Image | App. | 8-fold | 96.76 |
[27] ‘14 | PCA Dictionary | SRC | Image | App. | LOSO | 97.19 |
[15] ‘16 | LBP + NCM | SVM | Image | Both | 5-fold | 97.25 |
[14] ‘15 | CNN + DNN | Joint F-N | Sequence | Both | 10-fold | 97.25 |
Proposed | LFC + FFD | SVM | Image | Both | LOSO | 97.90 |