Sparse representation-based MRI super-resolution reconstruction

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

Michal Aharon, Michael Elad, Alfred M. Bruckstein⋆ · IEEE Transactions on Signal Processing · 2006 · 9.4K citations

Engineering, Machine Learning, Dictionary Atoms +17

Image Super-Resolution Via Sparse Representation

John Wright, Thomas S. Huang, Yi Ma · IEEE Transactions on Image Processing · 2010 · 5.2K citations

Engineering, Biometrics, Image Statistics +16

Super-resolution through neighbor embedding

Hong Chang, Dit‐Yan Yeung, Yimin Xiong · 2004 · 1.9K citations

Engineering, Machine Learning, Super-resolution Imaging +16

Dictionaries for Sparse Representation Modeling

Ron Rubinstein, Alfred M. Bruckstein⋆, Michael Elad · Proceedings of the IEEE · 2010 · 1.3K citations

Sparse Representation Modeling, Sparse Representation, Image Analysis +14

Method of optimal directions for frame design

Kjersti Engan, S.O. Aase · 1999 · 1.2K citations

Engineering, Biometrics, Computer-aided Design +20