Table 5 Performance of different decision-making techniques for the proposed face recognition system
From: Face recognition using color local binary pattern from mutually independent color channels
# of training image | SUM RULE | MEDIAN RULE | MV | FVF | |
|---|---|---|---|---|---|
H | 1 | 82.82 | 83.37 | 80.36 | 79.94 |
P | 2 | 95.68 | 95.55 | 91.75 | 86.09 |
3 | 96.45 | 96.31 | 92.93 | 95.25 | |
4 | 96.84 | 97.14 | 95.02 | 96.85 | |
5 | 98.08 | 98.38 | 98.70 | 97.32 | |
F | 1 | 76.63 | 75.90 | 75.09 | 83.32 |
E | 2 | 86.49 | 87.74 | 87.79 | 89.43 |
R | 3 | 90.76 | 89.41 | 87.72 | 97.13 |
E | 4 | 95.81 | 93.56 | 92.00 | 99.01 |
T | 5 | 96.36 | 97.17 | 94.34 | 99.78 |
B | 1 | 74.85 | 74.94 | 77.54 | 79.04 |
O | 7 | 88.60 | 88.44 | 88.63 | 89.81 |
S | 13 | 89.97 | 89.32 | 89.77 | 90.10 |
19 | 90.07 | 92.04 | 93.01 | 93.12 | |
25 | 91.91 | 94.07 | 94.31 | 95.67 |