Yi Ma (马毅)

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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. and Vice Chair of Biostatistics; IUSM PHI Endowed Chair; Assistant DeanVerified email at iu.edu
Kui Jia (贾奎)South China University of TechnologyVerified email at scut.edu.cn
Wei HongGoogleVerified email at google.com
Tsung Han Chan (詹宗翰)MediaTek Inc., TaiwanVerified email at ieee.org
Hossein MobahiResearch Scientist @ GoogleVerified email at csail.mit.edu
Yang JianchaoDirector at Bytedance Inc.Verified email at ifp.illinois.edu
Shuicheng Yan, Fellow of ACM, SAEn...Director@Sea AI Lab (SAIL); Group Chief Scientist@Sea; National University of SingaporeVerified email at sea.com

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


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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	10602	2008
Robust principal component analysis? EJ Candes, X Li, Y Ma, J Wright Journal of the ACM, (preprint ArXiv:0912.3599) 58 (3), 2011	5810	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	4897	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	2762	2010
An invitation to 3-d vision: from images to geometric models Y Ma, S Soatto, J Kosecka, S Sastry Springer Verlag, 2004	2519*	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	2420	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	2015	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	1761	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	1754	2009
Generalized principal component analysis R Vidal, Y Ma, SS Sastry Springer, 2016	1511*	2016
Generalized principal component analysis (GPCA) R Vidal, Y Ma, S Sastry IEEE transactions on pattern analysis and machine intelligence 27 (12), 1945 …, 2005	1230	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	1189	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	1079	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	892*	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	774	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	734	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	680	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	598	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	572	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	545	2010

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