From: Recognition of identical twins using fusion of various facial feature extractors
EER results (%) of | |||
---|---|---|---|
Gender | Male | Female | |
Implemented algorithms | CNN | 10.08 | 9.92 |
PCA | 14.94 | 17.56 | |
HOG | 11.42 | 10.81 | |
LBP | 4.91 | 5.64 | |
Score fusion (PCA, HOG, LBP) | 6.74 | 9.12 | |
Score fusion (HOG, LBP) | 6.12 | 5.54 | |
Feature fusion (PCA, HOG, LBP) | 8.88 | 8.70 | |
Feature fusion (HOG, LBP) | 4.04 | 5.38 | |
Decision fusion (PCA, HOG, LBP) | 4.55 | 6.07 | |
Proposed method | 3.90 | 4.64 | |
Implemented algorithms in [18] | A | 4.10 | 8.10 |
B | 39.40 | 39.10 | |
C | 7.30 | 35.10 | |
D | 22.30 | 21.30 | |
E | 14.10 | 16.70 | |
F | 9.80 | 13.10 | |
G | 6.70 | 11.50 |