Table 3 EER results of expression-based experiments for non-twins
From: Recognition of identical twins using fusion of various facial feature extractors
EER results (%) of | ||||
|---|---|---|---|---|
Expression (training-test) | Natural-natural | Natural-smiling | Smiling-smiling | |
Algorithms | CNN | 5 | 3.6 | 6 |
PCA | 4.4 | 6.4 | 3.6 | |
HOG | 0.8 | 3.6 | 0.0 | |
LBP | 0.0 | 2.8 | 0.0 | |
Score fusion (PCA, HOG, LBP) | 0.0 | 2.8 | 1.2 | |
Score fusion (HOG, LBP) | 0.0 | 1.2 | 0.0 | |
Feature fusion (PCA, HOG, LBP) | 0.0 | 1.6 | 0.0 | |
Feature fusion (HOG, LBP) | 0.0 | 0.4 | 0.0 | |
Decision fusion (PCA, HOG, LBP) | 0.0 | 2.0 | 0.0 | |
Proposed method | 0.0 | 0.0 | 0.0 | |