Sparse Illumination Learning and Transfer for Single-Sample Face Recognition with Image Corruption and Misalignment

Liansheng Zhuang, Tsung-Han Chan, Allen Y. Yang +2

Single-sample face recognition is one of the most challenging problems in face recognition. We propose a novel algorithm to address this problem based on a sparse representation ba…