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CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability

CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability

Face image quality assessment (FIQA) estimates the utility of the captured image in achieving reliable and accurate recognition performance. This work proposes a novel FIQA method, CR-FIQA, that estimates the face image quality of a sample by learning to predict its relative classifiability. This classifiability is measured based on the …