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Robust Face Recognition via Multimodal Deep Face Representation

Robust Face Recognition via Multimodal Deep Face Representation

Face images appearing in multimedia applications, e.g., social networks and digital entertainment, usually exhibit dramatic pose, illumination, and expression variations, resulting in considerable performance degradation for traditional face recognition algorithms. This paper proposes a comprehensive deep learning framework to jointly learn face representation using multimodal information. The proposed deep learning …