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Table 4 EER results of illumination-based experiments for identical twins (Cont controlled condition, Uncont uncontrolled condition)

From: Recognition of identical twins using fusion of various facial feature extractors

   EER results (%) of
  Illumination (Training-Test) Cont-Cont Cont-Uncont Uncont-Uncont
  CNN 25.00 18.84 20.09
  PCA 12.01 31.15 14.04
Implemented algorithms HOG 6.09 25.77 9.23
  LBP 3.45 12.69 4.08
  Score fusion (PCA, HOG, LBP) 4.40 20.19 9.04
  Score fusion (HOG, LBP) 2.58 13.65 5.77
  Feature fusion (PCA, HOG, LBP) 3.89 21.92 8.27
  Feature fusion (HOG, LBP) 2.58 12.88 4.04
  Decision fusion (PCA, HOG, LBP) 3.58 12.50 4.81
  Proposed Method 2.20 10.77 4.04
Implemented algorithms in [18] A 4.70 5.90 11.50
  B 35.90 40.70 41.40
  C 9.00 34.10 32.30
  D 14.50 20.90 26.50
  E 10.20 13.80 24.00
  F 7.30 12.40 19.40
  G 8.00 7.80 16.20
  1. The italicized data reflect the highest equal error rates of each experiments