Publication | Feature Extraction Method | Classification Method | Rank-1 |
Mahalingam et al. (2010) [19] | Feature points extracted using Local Feature Analysis (LFA) | Graph matching | 50% |
LBP | 42% | ||
Park et al. (2010) [20] | Face VACS Commercial FR Engine | 38% | |
Li et al. (2011) [21] | SIFT, MLBP | Multi-feature Discriminant Analysis | 47.5% |
Face VACS Commercial FR Engine | 26% | ||
Mahalingam et al. (2011) [22] | Gabor phase and magnitude encoded through Local Gabor Binary Pattern (LGBP) histograms | Histogram intersection | 34% |
Yadav et al. (2013) [23] | LBP using oldest images | Bacteria foraging fusion algorithm | 64.5% |
LBP using youngest images | 31.2% | ||
Wang et al. (2013) [24] | C1-S texture and shape features based on HMAX model | Nearest neighbor with Mahalanobis distance | 33.9% |
Yang et al. (2014) [25] | Local Gabor Binary Pattern His- togram Sequence (LGBPHS) | Factorized Graph Matching | 64.47% |