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Table 1 The verification rates at FAR 0.1% of several Face Recognition Methods which allow us to compare the registration methods, these verification rates are achieved using manually registered images.

From: Subspace-Based Holistic Registration for Low-Resolution Facial Images

  Mask I Mask II Mask III Entire Set Random Subset
PCA Mah 54.0% 48.8% 42.9% 50.3% 52.2%
PCA MahCos 72.4% 67.2% 61.8% 68.2% 69.8%
Adaboost 91.4% 88.3% 84.9% 88.9% 89.5%
PCA LDA 92.1% 90.4% 88.6% 90.8% 91.0%