Table 6 Performance of the proposed LBP based face recognition system using FVF, PCA, LDA, conventional gray scale LBP, PDF based face recognition, NMF, and INMF based face recognition system for the FERET face databases with 50 subjects and 10 samples per each subject
From: Face recognition using color local binary pattern from mutually independent color channels
# of training images | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|
FVF | 83.32 | 89.43 | 97.13 | 99.01 | 99.78 |
FVF [8] | 82.89 | 87.00 | 96.57 | 98.80 | 99.33 |
PCA | 44.00 | 52.00 | 58.29 | 66.17 | 68.80 |
LDA | 61.98 | 70.33 | 77.78 | 81.43 | 85.00 |
LBP | 50.89 | 56.25 | 74.57 | 77.67 | 79.60 |
NMF | 61.33 | 64.67 | 69.89 | 77.35 | 80.37 |
INMF | 63.65 | 67.87 | 75.83 | 80.07 | 83.20 |