Yi Ma (马毅) - Google Scholar Citations

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	All	Since 2015
Citations	49275	30214
h-index	72	53
i10-index	155	122

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Co-authors

Shankar SastryUniversity of CaliforniaVerified email at berkeley.edu
John WrightElectrical Engineering, Columbia UniversityVerified email at columbia.edu
Allen Y. YangUC BerkeleyVerified email at eecs.berkeley.edu
Arvind GaneshGoogleVerified email at google.com
Rene VidalData Science, Imaging Science, Biomedical Engineering, Computer Science, Electrical, MechanicalVerified email at jhu.edu
Jana KoseckaGeorge Mason UniversityVerified email at gmu.edu
Stefano SoattoProfessor of Computer Science, UCLAVerified email at ucla.edu
Zihan ZhouAssistant Professor of Information Sciences and Technology, Penn State UniversityVerified email at ist.psu.edu
Shankar RaoEngineer, S-Team LabVerified email at s-team.sk
Zhouchen LinProfessor, School of EECS, Peking University; Vice President, Samsung ResearchVerified email at pku.edu.cn
Thomas S. HuangUniversity of Illinois, Urbana-ChampaignVerified email at ifp.uiuc.edu
Kun HuangProf. of Medicine; IUSM PHI Chair; Director for Data Science & Informatics for PHI; Assistant DeanVerified email at iu.edu
Emmanuel CandesThe Simons Chair in Mathematics and Statistics, Stanford UniversityVerified email at stanford.edu
Shenghua GaoShanghaiTech UniversityVerified email at shanghaitech.edu.cn
Kui Jia (贾奎)South China University of TechnologyVerified email at scut.edu.cn
Wei HongGoogleVerified email at google.com
Hossein MobahiResearch Scientist @ GoogleVerified email at csail.mit.edu
Tsung Han Chan (詹宗翰)MediaTek Inc., TaiwanVerified email at ieee.org
Yang JianchaoDirector at Bytedance Inc.Verified email at ifp.illinois.edu
Xiaodong LiAssistant Professor, University of California at DavisVerified email at ucdavis.edu

Yi Ma (马毅)

Professor of EECS, University of California, Berkeley

Verified email at eecs.berkeley.edu - Homepage

Computer Vision Compressed Sensing Machine Learning Signal Processing Robotics


Title	Cited by	Year
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	9504	2008
Robust principal component analysis? EJ Candes, X Li, Y Ma, J Wright Journal of the ACM, (preprint ArXiv:0912.3599) 58 (3), 2011	4955	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	4038	2010
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	2354	2010
An invitation to 3-d vision: from images to geometric models Y Ma, S Soatto, J Kosecka, S Sastry Springer Verlag, 2004	2307*	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	1875	2013
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	1781	2010
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	1533	2008
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	1483	2009
Generalized principal component analysis R Vidal, Y Ma, SS Sastry Springer, 2016	1223*	2016
Generalized principal component analysis (GPCA) R Vidal, Y Ma, S Sastry IEEE transactions on pattern analysis and machine intelligence 27 (12), 1945 …, 2005	1178	2005
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	965	2010
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	813	2015
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	695	2010
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	645	2011
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	531	2008
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	519	2012
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	505	2010
Stable principal component pursuit Z Zhou, X Li, J Wright, E Candes, Y Ma 2010 IEEE international symposium on information theory, 1518-1522, 2010	488	2010
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	487	2009

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