Yi Ma (马毅)

Cited by

	All	Since 2016
Citations	55366	30168
h-index	74	54
i10-index	160	118

7000

3500

1750

5250

200420052006200720082009201020112012201320142015201620172018201920202021235 352 421 499 537 738 1335 2053 3039 4134 5242 5711 6509 6115 6233 5966 5215 126

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 Ganesh BalasubramanianGoogleVerified email at google.com
Rene VidalMINDS Director & Seder Professor at Johns Hopkins University, Amazon Scholar, NORCE Chief ScientistVerified email at jhu.edu
Jana KoseckaGeorge Mason UniversityVerified email at gmu.edu
Stefano SoattoProfessor of Computer Science, UCLAVerified email at ucla.edu
Shankar RaoEngineer, S-Team LabVerified email at s-team.sk
Zihan ZhouAssistant Professor of Information Sciences and Technology, Penn State UniversityVerified email at ist.psu.edu
Zhouchen LinProfessor, Peking University; Fellow of IEEE & IAPR; ex-VP of Samsung ResearchVerified email at pku.edu.cn
Thomas S. HuangUniversity of Illinois, Urbana-ChampaignVerified email at ifp.uiuc.edu
Shenghua GaoShanghaiTech UniversityVerified email at shanghaitech.edu.cn
Emmanuel CandesThe Simons Chair in Mathematics and Statistics, Stanford UniversityVerified email at stanford.edu
Kun HuangProf. of Medicine; IUSM PHI Chair; Director for Data Science & Informatics for PHI; Assistant DeanVerified email at iu.edu
Kui Jia (贾奎)South China University of TechnologyVerified email at scut.edu.cn
Tsung Han Chan (詹宗翰)MediaTek Inc., TaiwanVerified email at ieee.org
Wei HongGoogleVerified email at google.com
Hossein MobahiResearch Scientist @ GoogleVerified email at csail.mit.edu
Yang JianchaoDirector at Bytedance Inc.Verified email at ifp.illinois.edu
Zhengdong ZhangResearch Scientist, Google BrainVerified email at csail.mit.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 Sort by citations Sort by year Sort by title	Cited by 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	10223	2008
Robust principal component analysis? EJ Candes, X Li, Y Ma, J Wright Journal of the ACM, (preprint ArXiv:0912.3599) 58 (3), 2011	5715	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	4674	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	2638	2010
An invitation to 3-d vision: from images to geometric models Y Ma, S Soatto, J Kosecka, S Sastry Springer Verlag, 2004	2458*	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	2253	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	1923	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	1708	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	1682	2009
Generalized principal component analysis R Vidal, Y Ma, SS Sastry Springer, 2016	1406*	2016
Generalized principal component analysis (GPCA) R Vidal, Y Ma, S Sastry IEEE transactions on pattern analysis and machine intelligence 27 (12), 1945 …, 2005	1320	2005
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	1071	2015
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	1051	2010
Single-image crowd counting via multi-column convolutional neural network YM Yingying Zhang, Desen Zhou, Siqin Chen, Shenghua Gao The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016	777*	2016
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	760	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	706	2011
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	630	2012
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	579	2008
Stable principal component pursuit Z Zhou, X Li, J Wright, E Candes, Y Ma 2010 IEEE international symposium on information theory, 1518-1522, 2010	560	2010
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	542	2010

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Upload PDF

Follow this author

Cited by

Co-authors