Towards a novel image denoising method with edge-preserving sparse representation based on laplacian of B-spline edge-detection

$rm K$-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

Computing, Computer Science, Data Mining +16

Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches

José M. Bioucas‐Dias, Antonio Plaza, Nicolas Dobigeon et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2012 · 2.7K citations · Full text

Natural Sciences, Earth Sciences, Remote Sensing +12

Sparse Solution of Underdetermined Systems of Linear Equations by Stagewise Orthogonal Matching Pursuit

David L. Donoho, Yaakov Tsaig, Iddo Drori et al. · IEEE Transactions on Information Theory · 2012 · 1.5K citations

Computing, Computer Science, Mathematics +12

A generalized uncertainty principle and sparse representation in pairs of bases

Michael Elad, Alfred M. Bruckstein⋆ · IEEE Transactions on Information Theory · 2002 · 684 citations

Computing, Computer Science, Optimization +14

Distribution of primary additional errors in fractal encoding method

Shuai Liu, Weina Fu, Liqiang He et al. · Multimedia Tools and Applications · 2014 · 205 citations

Computing, Computer Science, Algorithms +7