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Image self-similarity property is important to super-resolution reconstruction. However, how to effectively exploit the self-similarity information to reconstruct an underlying high-resolution image is still a challenging problem. The authors propose a novel model for solving the single image upsampling problem with the self-similarity property. First, the authors construct a statistical prior that...