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
Emmanuel CandesThe Simons Chair in Mathematics and Statistics, Stanford UniversityVerified email at stanford.edu
Shenghua GaoShanghaiTech UniversityVerified email at shanghaitech.edu.cn
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
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
Shuicheng Yan, Fellow of ACM, SAEn...Sea AI Lab, Singapore; 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	10854	2008
Robust principal component analysis? EJ Candes, X Li, Y Ma, J Wright Journal of the ACM, (preprint ArXiv:0912.3599) 58 (3), 2011	6327	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	5137	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	2892	2010
An invitation to 3-d vision: from images to geometric models Y Ma, S Soatto, J Kosecka, S Sastry Springer Verlag, 2004	2607	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	2584	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	2069	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	1856	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	1832	2009
Generalized principal component analysis R Vidal, Y Ma, SS Sastry Springer, 2016	1583*	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	1292	2015
Generalized principal component analysis (GPCA) R Vidal, Y Ma, S Sastry IEEE transactions on pattern analysis and machine intelligence 27 (12), 1945 …, 2005	1268	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	1105	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	1052*	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	795	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	747	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	731	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	612	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	600	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	558	2010

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