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Person Identity Classification on Extended Yale B (test)

99.58AccuracyPCANet-2
14.799236.809658.8280.8304Apr 14, 2014Jul 17, 2014Oct 20, 2014Jan 23, 2015Apr 27, 2015Jul 31, 2015Nov 3, 2015

Evaluation results

MethodLinks
PCANet-2Percent occluded=0%, Block size=8x8, Classifier=NN with chi-square2014.0499.58
PCANet-2Percent occluded=20%, Block size=8x8, Classifier=NN with chi-square2014.0499.16
PCANet-1Percent occluded=0%, Block size=8x8, Classifier=NN with chi-square2014.0497.77
PCANet-1Percent occluded=20%, Block size=8x8, Classifier=NN with chi-square2014.0496.34
PCANet-2Percent occluded=40%, Block size=8x8, Classifier=NN with chi-square2014.0496.3
P-LBPPercent occluded=0%, Block size=8x8, Classifier=NN with chi-square2014.0496.13
PCANet-1Percent occluded=40%, Block size=8x8, Classifier=NN with chi-square2014.0493.81
P-LBPPercent occluded=20%, Block size=8x8, Classifier=NN with chi-square2014.0491.84
PCANet-2Percent occluded=60%, Block size=8x8, Classifier=NN with chi-square2014.0486.49
VFAE2015.1184.6
PCANet-1Percent occluded=60%, Block size=8x8, Classifier=NN with chi-square2014.0484.6
P-LBPPercent occluded=40%, Block size=8x8, Classifier=NN with chi-square2014.0484.13
NN + MMD2015.1182
Original x2015.1178
LBPPercent occluded=0%, Block size=8x8, Classifier=NN with chi-square2014.0475.76
P-LBPPercent occluded=60%, Block size=8x8, Classifier=NN with chi-square2014.0470.96
LBPPercent occluded=20%, Block size=8x8, Classifier=NN with chi-square2014.0465.66
LBPPercent occluded=40%, Block size=8x8, Classifier=NN with chi-square2014.0454.92
PCANet-1Percent occluded=80%, Block size=8x8, Classifier=NN with chi-square2014.0454.38
PCANet-2Percent occluded=80%, Block size=8x8, Classifier=NN with chi-square2014.0451.73
LBPPercent occluded=60%, Block size=8x8, Classifier=NN with chi-square2014.0443.22
P-LBPPercent occluded=80%, Block size=8x8, Classifier=NN with chi-square2014.0441.29
LBPPercent occluded=80%, Block size=8x8, Classifier=NN with chi-square2014.0418.06