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Image super-resolution reconstruction (SR) has drawn a lot of attentions lately. But almost all existing SR algorithms do not consider about the noisy image SR problem. This paper proposes a novel super-resolution algorithm for noisy images based on sparse mixing estimators. Firstly, sparse mixing estimators are introduced to achieve a directional and sparse representation of noisy low resolution...
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