Invalid face images verifying for face recognition with partial occlusion

Abstract

From an observation on the joint distribution of similarity scores obtained by our proposed similarity calculation method, we propose a novel measurement for verifying the invalid testing images in face recognition. The new measurement shows improved performance over traditional residuals-based decision measurement and robustness to partial occlusion.