Table 9 Performance of the considered approaches against noise variation
From: Complementary feature sets for optimal face recognition
Descriptor | Face datasets comprising additive noise in testing | ||
|---|---|---|---|
| Â | FERET_A3 | YALE 2.4 | ORL 2.4 |
ZMmag | 62.75 | 80.22 | 94.65 |
ZMmagPhase | 65.75 | 75.33 | 94.45 |
ZMcomponent | 64.75 | 80.11 | 95.55 |
LBP | 64.75 | 91.0 | 95.45 |
LTP | 67.75 | 94.0 | 95.85 |
ZMmagLBP | 80.0 | 96.22 | 98.55 |
ZMmagPhaseLBP | 81.5 | 94.56 | 98.0 |
ZMcomponentLBP | 77.0 | 93.33 | 98.85 |
ZMmagLTP | 81.0 | 96.44 | 98.85 |
ZMmagPhaseLTP | 79.25 | 96.11 | 98.45 |
ZMcomponentLTP | 79.0 | 94.33 | 99.0 |