Multi-focus image fusion using dictionary-based sparse representation

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

Face Detection, Sparse Representation, Machine Vision +14

$rm K$-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

Fast approximate energy minimization via graph cuts

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

Graph Sparsity, Engineering, Video Processing +21

Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries

Michael Elad, Michal Aharon · IEEE Transactions on Image Processing · 2006 · 5.3K citations

Trained Dictionaries, Engineering, Machine Learning +17

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

Engineering, Machine Learning, Biometrics +17