Table 6 Performance of the individual/combined approaches over illumination and expression variation on Yale database
From: Complementary feature sets for optimal face recognition
Descriptor | YALE 3.1 | YALE 3.2 | YALE 4.1 | YALE 4.2 |
|---|---|---|---|---|
ZMmag | 46.67 | 80.0 | 47.78 | 82.22 |
ZMmagPhase | 61.67 | 84.0 | 54.44 | 81.11 |
ZMcomponent | 53.33 | 81.33 | 50.0 | 81.11 |
LBP | 83.33 | 85.33 | 66.67 | 96.67 |
LTP | 76.67 | 76.0 | 72.22 | 96.67 |
ZMmagLBP | 91.67 | 97.33 | 84.44 | 97.78 |
ZMmagPhaseLBP | 88.33 | 96.0 | 85.56 | 98.89 |
ZMcomponentLBP | 88.33 | 97.33 | 77.78 | 94.44 |
ZMmagLTP | 90.0 | 96.0 | 77.78 | 97.78 |
ZMmagPhaseLTP | 90.0 | 96.0 | 82.22 | 97.78 |
ZMcomponentLTP | 88.33 | 94.67 | 72.22 | 96.67 |