Table 9 Recognition rates on FRGC with different face recognition algorithms (synthesized faces)
Method | Alignment | ||
|---|---|---|---|
Without alignment | Alignment by ESR | Alignment by MSR | |
PCA | 69.00 | 91.00 | 91.00 |
LDA | 54.50 | 76.50 | 83.00 |
LRC | 43.50 | 80.50 | 85.50 |
MLRC | 50.00 | 60.50 | 62.00 |
SRC | 61.00 | 85.50 | 84.00 |
LPP | 22.00 | 47.00 | 50.50 |
NPE | 46.50 | 79.00 | 80.00 |
IPCR | 41.00 | 76.00 | 75.50 |
URC | 49.00 | 81.50 | 85.00 |
LDRC | 6.50 | 37.00 | 37.50 |
KLRC | 46.50 | 76.50 | 76.00 |
Average | 44.50 | 71.91 | 73.64 |