From: Recognition of identical twins using fusion of various facial feature extractors
EER results (%) of | |||
---|---|---|---|
Age | 40 and younger | Over 40 | |
Implemented algorithms | CNN | 18.8 | 4.74 |
PCA | 14.54 | 17.10 | |
HOG | 11.89 | 10.14 | |
LBP | 4.00 | 5.59 | |
Score fusion (PCA, HOG, LBP) | 7.55 | 8.51 | |
Score fusion (HOG, LBP) | 6.36 | 5.16 | |
Feature fusion (PCA, HOG, LBP) | 8.79 | 8.53 | |
Feature fusion (HOG, LBP) | 3.92 | 5.36 | |
Decision fusion (PCA, HOG, LBP) | 5.79 | 5.30 | |
Proposed Method | 3.85 | 4.50 | |
Implemented algorithms in [18] | A | 9.60 | 7.40 |
B | 38.40 | 39.00 | |
C | 15.50 | 34.10 | |
D | 24.30 | 21.60 | |
E | 19.40 | 21.60 | |
F | 14.50 | 12.50 | |
G | 13.50 | 11.00 |