Table 3 The discrimination of the PDF by using KLD in different color channels and different databases
From: Face recognition using color local binary pattern from mutually independent color channels
DATA BASE | AVERAGE WITHIN CLASS DISTANCE | AVERAGE BETWEEN CLASS DISTANCE | CLASS DISCRIMINATION øc | |
|---|---|---|---|---|
FERET | H | 0.0542 | 0.3316 | 6.12 |
S | 0.0909 | 0.4008 | 4.41 | |
I | 0.0716 | 0.2396 | 3.35 | |
Y | 0.0260 | 0.1300 | 5.00 | |
Cb | 0.0435 | 0.1689 | 3.88 | |
Cr | 0.0364 | 0.1335 | 3.67 | |
HP | H | 0.0159 | 0.0818 | 5.14 |
S | 0.0097 | 0.0634 | 6.54 | |
I | 0.0141 | 0.0612 | 4.34 | |
Y | 0.0141 | 0.0611 | 4.33 | |
Cb | 0.0132 | 0.0582 | 4.41 | |
Cr | 0.0126 | 0.0573 | 4.55 | |
BOS | H | 0.0083 | 0.2166 | 26.11 |
S | 0.0093 | 0.9850 | 106.38 | |
I | 0.0334 | 0.2793 | 8.36 | |
Y | 0.0336 | 0.3385 | 10.07 | |
Cb | 0.0209 | 0.6007 | 28.74 | |
Cr | 0.0243 | 0.5027 | 20.70 |