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Table 5 EER results of illumination-based experiments for non-twins (Cont controlled condition, Uncont uncontrolled condition)

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

   EER results (%) of
Algorithms Illumination (training-test) Cont-Cont Cont-Uncont Uncont-Uncont
  CNN 9 24 30
  PCA 8.3 17.7 10.8
  HOG 3.7 11.4 5.7
  LBP 1.7 8.5 2.8
  Score fusion (PCA, HOG, LBP) 2.5 9.4 5.7
  Score fusion (HOG, LBP) 0.6 6.3 2.8
  Feature fusion (PCA, HOG, LBP) 1.1 8.2 4.6
  Feature fusion (HOG, LBP) 0.6 8.0 1.7
  Decision fusion (PCA, HOG, LBP) 1.1 6.3 2.3
  Proposed method 0.0 5.7 1.1
  1. The italicized data reflect the highest equal error rates of each experiments