Robust face recognition via sparse representation J Wright, AY Yang, A Ganesh, SS Sastry, Y Ma
IEEE transactions on pattern analysis and machine intelligence 31 (2), 210-227, 2008
12114 2008 Robust principal component analysis? EJ Candès, X Li, Y Ma, J Wright
Journal of the ACM (JACM) 58 (3), 1-37, 2011
8162 2011 Image super-resolution via sparse representation J Yang, J Wright, TS Huang, Y Ma
IEEE transactions on image processing 19 (11), 2861-2873, 2010
6392 2010 Sparse representation for computer vision and pattern recognition J Wright, Y Ma, J Mairal, G Sapiro, TS Huang, S Yan
Proceedings of the IEEE 98 (6), 1031-1044, 2010
2329 2010 Robust principal component analysis: Exact recovery of corrupted low-rank matrices via convex optimization J Wright, A Ganesh, S Rao, Y Peng, Y Ma
Advances in neural information processing systems 22, 2009
2237 2009 Image super-resolution as sparse representation of raw image patches J Yang, J Wright, T Huang, Y Ma
2008 IEEE conference on computer vision and pattern recognition, 1-8, 2008
2185 2008 RASL: Robust alignment by sparse and low-rank decomposition for linearly correlated images Y Peng, A Ganesh, J Wright, W Xu, Y Ma
IEEE transactions on pattern analysis and machine intelligence 34 (11), 2233 …, 2012
1245 2012 Toward a practical face recognition system: Robust alignment and illumination by sparse representation A Wagner, J Wright, A Ganesh, Z Zhou, H Mobahi, Y Ma
IEEE transactions on pattern analysis and machine intelligence 34 (2), 372-386, 2011
826 2011 Stable principal component pursuit Z Zhou, X Li, J Wright, E Candes, Y Ma
2010 IEEE international symposium on information theory, 1518-1522, 2010
722 2010 Unsupervised segmentation of natural images via lossy data compression AY Yang, J Wright, Y Ma, SS Sastry
Computer Vision and Image Understanding 110 (2), 212-225, 2008
677 2008 Fast convex optimization algorithms for exact recovery of a corrupted low-rank matrix Z Lin, A Ganesh, J Wright, L Wu, M Chen, Y Ma
Coordinated Science Laboratory Report no. UILU-ENG-09-2214, DC-246, 2009
654 2009 A geometric analysis of phase retrieval J Sun, Q Qu, J Wright
Foundations of Computational Mathematics 18, 1131-1198, 2018
634 2018 Segmentation of multivariate mixed data via lossy data coding and compression Y Ma, H Derksen, W Hong, J Wright
IEEE transactions on pattern analysis and machine intelligence 29 (9), 1546-1562, 2007
590 2007 Complete dictionary recovery over the sphere I: Overview and the geometric picture J Sun, Q Qu, J Wright
IEEE Transactions on Information Theory 63 (2), 853-884, 2016
413 * 2016 Dense Error Correction Via J Wright, Y Ma
IEEE Transactions on Information Theory 56 (7), 3540-3560, 2010
382 2010 Square deal: Lower bounds and improved relaxations for tensor recovery C Mu, B Huang, J Wright, D Goldfarb
International conference on machine learning, 73-81, 2014
373 2014 High-resolution hyperspectral imaging via matrix factorization R Kawakami, Y Matsushita, J Wright, M Ben-Ezra, YW Tai, K Ikeuchi
CVPR 2011, 2329-2336, 2011
369 2011 Exact recovery of sparsely-used dictionaries DA Spielman, H Wang, J Wright
Conference on Learning Theory, 37.1-37.18, 2012
316 2012 Multiscale hybrid linear models for lossy image representation W Hong, J Wright, K Huang, Y Ma
IEEE Transactions on Image Processing 15 (12), 3655-3671, 2006
273 2006 Towards a practical face recognition system: Robust registration and illumination by sparse representation A Wagner, J Wright, A Ganesh, Z Zhou, Y Ma
2009 IEEE Conference on Computer Vision and Pattern Recognition, 597-604, 2009
264 2009 