Person Identity Classification on Extended Yale B (test)
99.58AccuracyPCANet-2
Evaluation Results
| Method | Links | |
|---|---|---|
| PCANet-2Percent occluded=0%, Block size=8x8, Classifier=NN with chi-square2014.04 | 99.58 | |
| PCANet-2Percent occluded=20%, Block size=8x8, Classifier=NN with chi-square2014.04 | 99.16 | |
| PCANet-1Percent occluded=0%, Block size=8x8, Classifier=NN with chi-square2014.04 | 97.77 | |
| PCANet-1Percent occluded=20%, Block size=8x8, Classifier=NN with chi-square2014.04 | 96.34 | |
| PCANet-2Percent occluded=40%, Block size=8x8, Classifier=NN with chi-square2014.04 | 96.3 | |
| P-LBPPercent occluded=0%, Block size=8x8, Classifier=NN with chi-square2014.04 | 96.13 | |
| PCANet-1Percent occluded=40%, Block size=8x8, Classifier=NN with chi-square2014.04 | 93.81 | |
| P-LBPPercent occluded=20%, Block size=8x8, Classifier=NN with chi-square2014.04 | 91.84 | |
| PCANet-2Percent occluded=60%, Block size=8x8, Classifier=NN with chi-square2014.04 | 86.49 | |
| VFAE2015.11 | 84.6 | |
| PCANet-1Percent occluded=60%, Block size=8x8, Classifier=NN with chi-square2014.04 | 84.6 | |
| P-LBPPercent occluded=40%, Block size=8x8, Classifier=NN with chi-square2014.04 | 84.13 | |
| NN + MMD2015.11 | 82 | |
| Original x2015.11 | 78 | |
| LBPPercent occluded=0%, Block size=8x8, Classifier=NN with chi-square2014.04 | 75.76 | |
| P-LBPPercent occluded=60%, Block size=8x8, Classifier=NN with chi-square2014.04 | 70.96 | |
| LBPPercent occluded=20%, Block size=8x8, Classifier=NN with chi-square2014.04 | 65.66 | |
| LBPPercent occluded=40%, Block size=8x8, Classifier=NN with chi-square2014.04 | 54.92 | |
| PCANet-1Percent occluded=80%, Block size=8x8, Classifier=NN with chi-square2014.04 | 54.38 | |
| PCANet-2Percent occluded=80%, Block size=8x8, Classifier=NN with chi-square2014.04 | 51.73 | |
| LBPPercent occluded=60%, Block size=8x8, Classifier=NN with chi-square2014.04 | 43.22 | |
| P-LBPPercent occluded=80%, Block size=8x8, Classifier=NN with chi-square2014.04 | 41.29 | |
| LBPPercent occluded=80%, Block size=8x8, Classifier=NN with chi-square2014.04 | 18.06 |