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Table 2 ICANet performance comparison with other algorithms using AR ICANet recognition performance on AR data

From: ICANet: a simple cascade linear convolution network for face recognition

 

Illumination

Expression

Obstruction

Illumination + obstruction

LBP [17]

93.83

81.33

91.25

79.63

P-LBP [18]

97.50

80.33

93.00

88.58

PCANet [6]

99.50

85.00

97.00

95.00

ICANet

100

88.33

97.00

97.75

  1. There are three methods for comparison: LBP, P-LBP, and PCANet. The test environment includes the controllable condition of light, expression, shelter, light, and shelter