Multi-focus image fusion using dictionary-based sparse representation

$rm K$-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

Robust Face Recognition via Sparse Representation

John Wright, A. Yang, Arvind Ganesh et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 9.5K citations · Full text

Computing, Computer Science, Computer Vision +16

Fast approximate energy minimization via graph cuts

Yuri Boykov, Olga Veksler, Ramin Zabih · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2001 · 7K citations

Computing, Computer Science, Algorithms +7

Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries

Michael Elad, Michal Aharon · IEEE Transactions on Image Processing · 2006 · 5.4K citations

Computing, Computer Science, Computer Vision +16

Linear spatial pyramid matching using sparse coding for image classification

Kai Yu, Yihong Gong, Thomas S. Huang · 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 2.9K citations

Computing, Computer Science, Computer Vision +16