Invalid face images verifying for face recognition with partial occlusion
Jie Lin, Jiayu Chang, Hui Lin, Hong Kai Jiang · 2010
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.