Table 11 Performance comparison (%) of some recent approaches with proposed methods on Yale and ORL databases
From: Complementary feature sets for optimal face recognition
Method | ORL | Yale |
|---|---|---|
PCA | 55.0 | 55.0 |
2DPCA | 54.0 | 56.0 |
(PC)2A | 57.0 | 55.0 |
E(PC)2A | 58.0 | 57.0 |
2D(PC)2A | 56.0 | 55.0 |
SVD perturbation | 61.0 | 62.0 |
Hybrid Fourier-AFMT transform | 76.0 | 52.0 |
RES [40] | 0.77 | 0.78 |
ZMmagLBP | 84.44 | 86.67 |
ZMmagPhaseLBP | 84.17 | 86.67 |
ZMcomponentLBP | 84.17 | 80.67 |
ZMmagLTP | 80.0 | 82.67 |
ZMmagPhaseLTP | 82.78 | 85.33 |
ZMcomponentLTP | 81.22 | 81.52 |