Table 7 EER results of gender-based experiments for non-twins
From: Recognition of identical twins using fusion of various facial feature extractors
EER results (%) of | |||
|---|---|---|---|
Gender | Male | Female | |
Algorithms | CNN | 6 | 15.7 |
PCA | 8.1 | 8.7 | |
HOG | 4.0 | 4.3 | |
LBP | 2.2 | 2.7 | |
Score fusion (PCA, HOG, LBP) | 3.3 | 3.7 | |
Score fusion (HOG, LBP) | 1.5 | 1.8 | |
Feature fusion (PCA, HOG, LBP) | 2.1 | 2.5 | |
Feature fusion (HOG, LBP) | 1.5 | 1.8 | |
Decision fusion (PCA, HOG, LBP) | 1.7 | 2.1 | |
Proposed Method | 0.6 | 0.9 | |