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Image super-resolution (SR) reconstruction, which gains high-pixel and multi-detail image from single or several low-pixel images, has attracted increasing interest in recent years. This study proposes a new SR method based on sparse representation, which made good use of the non-local (NL) structure similarity and edge sharpness dictionary. Firstly, all the training patches are classified into different...
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