"Noise Reduction"

New bounds on image denoising: Viewpoint of sparse representation and non-local averaging
Image denoising plays a fundamental role in many image processing applications. Utilizing sparse representation and nonlocal averaging …
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Learning sparse dictionaries with a popularity-based model
Sparse signal representation based on overcomplete dictionaries has recently been extensively investigated, rendering the …
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