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Table 6 EER results of gender-based experiments for identical twins

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

  1. The italicized data reflect the highest equal error rates of each experiments