Research Article
Learning a Genetic Measure for Kinship Verification Using Facial Images
Table 2
Mean verification rate (%) of different approaches on the KinFaceW-II dataset.
| | Method | Feature | F-S | F-D | M-S | M-D | Mean |
| | | LBP | 69.0 | 69.5 | 69.8 | 69.0 | 69.5 | | NRML [10] | SIFT | 68.0 | 60.9 | 60.8 | 61.4 | 62.8 | | | SPLE | 76.8 | 73.1 | 76.8 | 77.0 | 75.7 |
| | | LBP | 61.6 | 63.6 | 68.7 | 62.6 | 64.1 | | OASIS [22] | SIFT | 67.2 | 69.5 | 65.2 | 60.1 | 65.5 | | | SPLE | 66.7 | 67.7 | 74.7 | 73.7 | 70.5 |
| | | LBP | 69.2 | 68.3 | 68.9 | 69.3 | 68.9 | | Proposed | SIFT | 68.7 | 70.7 | 65.7 | 61.6 | 66.7 | | | SPLE | 74.9 | 71.0 | 76.9 | 76.4 | 74.8 |
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