Yi Ma (马毅)
TitleCited byYear
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
94072008
Robust principal component analysis?
EJ Candes, X Li, Y Ma, J Wright
Journal of the ACM, (preprint ArXiv:0912.3599) 58 (3), 2011
48532011
Image super-resolution via sparse representation
J Yang, J Wright, TS Huang, Y Ma
IEEE transactions on image processing 19 (11), 2861-2873, 2010
39382010
The augmented lagrange multiplier method for exact recovery of corrupted low-rank matrices
Z Lin, M Chen, Y Ma
arXiv preprint arXiv:1009.5055, 2010
23602010
An invitation to 3-d vision: from images to geometric models
Y Ma, S Soatto, J Kosecka, S Sastry
Springer Verlag, 2004
2296*2004
Robust recovery of subspace structures by low-rank representation
G Liu, Z Lin, S Yan, J Sun, Y Yu, Y Ma
IEEE Transactions on Pattern Analysis and Machine Intelligence, 1-1, 2013
18222013
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
17732010
Robust principal component analysis: Exact recovery of corrupted low-rank matrices via convex optimization
J Wright, A Ganesh, S Rao, Y Peng, Y Ma
NIPS 2009, 2009
14552009
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
14472008
Generalized principal component analysis
R Vidal, Y Ma, SS Sastry
Springer, 2016
1244*2016
Generalized principal component analysis (GPCA)
R Vidal, Y Ma, S Sastry
IEEE transactions on pattern analysis and machine intelligence 27 (12), 1945 …, 2005
11892005
RASL: Robust alignment by sparse and low-rank decomposition for linearly correlated images
Y Peng, A Ganesh, J Wright, W Xu, Y Ma
Pattern Analysis and Machine Intelligence, IEEE Transactions on, 2010
9502010
PCANet: A simple deep learning baseline for image classification?
TH Chan, K Jia, S Gao, J Lu, Z Zeng, Y Ma
IEEE Transactions on Image Processing 24 (12), 5017-5032, 2015
7792015
On the role of sparse and redundant representations in image processing
M Elad, MAT Figueiredo, Y Ma
Proceedings of the IEEE 98 (6), 972-982, 2010
6942010
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
6382011
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
5242008
Detecting Texts of Arbitrary Orientations in Natural Images
C Yao, X Bai, W Liu, Y Ma, Z Tu
International Conference on Computer Vision and Pattern Recognition, 2012
5012012
Fast ℓ 1-minimization algorithms and an application in robust face recognition: A review
AY Yang, SS Sastry, A Ganesh, Y Ma
2010 IEEE International Conference on Image Processing, 1849-1852, 2010
4982010
Stable principal component pursuit
Z Zhou, X Li, J Wright, E Candes, Y Ma
2010 IEEE international symposium on information theory, 1518-1522, 2010
4882010
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
Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2009
4792009
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Articles 1–20