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 VidalRachleff University Professor, University of Pennsylvania; Amazon Scholar; Chief Scientist, NORCEVerified email at jhu.edu
Jana KoseckaGeorge Mason UniversityVerified email at gmu.edu
Stefano SoattoProfessor of Computer Science, UCLA; VP, AWSVerified 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, CSIG & AAIA; ex-VP of Samsung ResearchVerified email at pku.edu.cn
Shenghua GaoProfessor, ShanghaiTech UniversityVerified email at shanghaitech.edu.cn
Emmanuel CandesThe Simons Chair in Mathematics and Statistics, Stanford UniversityVerified email at stanford.edu
Thomas S. HuangUniversity of Illinois, Urbana-ChampaignVerified email at ifp.uiuc.edu
Kui Jia (贾奎)The Chinese University of Hong Kong, ShenzhenVerified email at cuhk.edu.cn
Kun HuangProf. and Chair of Biostatistics and Health Data Science; IUSM PHI Endowed ChairVerified email at iu.edu
Tsung Han Chan (詹宗翰)MediaTek Inc., TaiwanVerified email at ieee.org
Hossein MobahiResearch Scientist @ GoogleVerified email at csail.mit.edu
Yaodong YuUniversity of California, BerkeleyVerified email at berkeley.edu
Wei HongGoogleVerified email at google.com
Yang JianchaoBytedance Inc.Verified email at ifp.illinois.edu

Yi Ma (马毅)

Professor of EECS, UC Berkeley; Director of IDS & Head of CS, University of Hong Kong

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	11819	2008
Robust principal component analysis? EJ Candes, X Li, Y Ma, J Wright Journal of the ACM, (preprint ArXiv:0912.3599) 58 (3), 2011	7642	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	6085	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	3509	2010
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	3403	2013
An invitation to 3-d vision: from images to geometric models Y Ma, S Soatto, J Kosecka, S Sastry Springer Verlag, 2004	2807	2004
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	2251	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 NIPS 2009, 2009	2159	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	2126	2008
Generalized principal component analysis R Vidal, Y Ma, SS Sastry Springer, 2016	2020*	2016
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	1925*	2016
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	1786	2015
Generalized principal component analysis (GPCA) R Vidal, Y Ma, S Sastry IEEE transactions on pattern analysis and machine intelligence 27 (12), 1945 …, 2005	1736	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	1210	2010
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	976	2012
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	861	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	800	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	688	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	665	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 Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2009	627	2009

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