Table 8 Morphable model based approaches [6]
Category/references | Dataset | Persons in dataset | Images in dataset | Identification rate(%) | Classifier/feature detection |
|---|---|---|---|---|---|
Kakadiaris et al. [72] | FRGC v2.0 | 466 | 4007 | 97.0 | – |
Xiaoguang and Jain [73] | FRGC v2.0 | 100 | 877 | 92.0 | PCA |
Mpiperis et al. [101] | BU-3DFE | 50 | 1250 | 86.0 | Maximum likelihood |
Amberg et al. [102] | UND | 953 | 953 | 100 | - |
GavabDB | 61 | 427 | 99.70 | ||
Al-Osaimi et al. [103] | FRGC v2.0 | 466 | 4007 | 96.52 | PCA |
Haar and Veltkamp [104] | UND | 277 | 953 | 99.0 | PCA |
GavabDB | 61 | 427 | 98.0 | ||
BU-3DFE | 100 | 2500 | 100.0 | ||
FRGC v2.0 | 466 | 4007 | 97.0 |