Super resolution enhancement of underwater sonar images

$rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation

Michal Aharon, Michael Elad, Alfred M. Bruckstein⋆ · IEEE Transactions on Signal Processing · 2006 · 9.5K citations

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Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries

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Image Super-Resolution Via Sparse Representation

John Wright, Thomas S. Huang, Yi Ma · IEEE Transactions on Image Processing · 2010 · 5.3K citations

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Example-based super-resolution

William T. Freeman, Thouis R. Jones, Egon Pasztor · IEEE Computer Graphics and Applications · 2002 · 2.5K citations

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Image super-resolution as sparse representation of raw image patches

John L. Wright, Thomas S. Huang, Yi Ma · 2008 · 1.5K citations

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