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Robust and Low-Rank Representation for Fast Face Identification With Occlusions

Robust and Low-Rank Representation for Fast Face Identification With Occlusions

In this paper we propose an iterative method to address the face identification problem with block occlusions. Our approach utilizes a robust representation based on two characteristics in order to model contiguous errors (e.g., block occlusion) effectively. The first fits to the errors a distribution described by a tailored loss …