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Yi Ma, Ph.D. - Publications

Affiliations: 
2000 University of California, Berkeley, Berkeley, CA, United States 
Area:
Electronics and Electrical, Robotics
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63 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Zhou X, Molina R, Ma Y, Wang T, Ni D. Parameter-free Gaussian PSF Model for Extended Depth of Field in Brightfield Microscopy. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31831426 DOI: 10.1109/Tip.2019.2957941  0.371
2019 Zhang X, Wang D, Zhou Z, Ma Y. Robust Low-Rank Tensor Recovery with Rectification and Alignment. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 31329109 DOI: 10.1109/Tpami.2019.2929043  0.374
2019 Xue Z, Yuan X, Ma J, Ma Y. TARM: A Turbo-Type Algorithm for Affine Rank Minimization Ieee Transactions On Signal Processing. 67: 5730-5745. DOI: 10.1109/Tsp.2019.2944740  0.326
2018 Dong W, Huang T, Shi G, Ma Y, Li X. Robust Tensor Approximation With Laplacian Scale Mixture Modeling for Multiframe Image and Video Denoising Ieee Journal of Selected Topics in Signal Processing. 12: 1435-1448. DOI: 10.1109/Jstsp.2018.2873047  0.431
2016 Wang Y, Ma Y, Hu J, Zhang X, Cheng W, Jiang H, Li M, Ren J, Zhang X, Liu M, Sun A, Wang Q, Li X. Sex-specific effects of prenatal chronic mild stress on adult spatial learning capacity and regional glutamate receptor expression profiles. Experimental Neurology. PMID 27094122 DOI: 10.1016/j.expneurol.2016.04.016  0.408
2016 Klionsky DJ, Abdelmohsen K, Abe A, Abedin MJ, Abeliovich H, Acevedo Arozena A, Adachi H, Adams CM, Adams PD, Adeli K, Adhihetty PJ, Adler SG, Agam G, Agarwal R, Aghi MK, ... Ma Y, ... Ma Y, et al. Guidelines for the use and interpretation of assays for monitoring autophagy (3rd edition). Autophagy. 12: 1-222. PMID 26799652 DOI: 10.1080/15548627.2015.1100356  0.34
2016 Liang X, Ren X, Zhang Z, Ma Y. Texture Repairing by Unified Low Rank Optimization Journal of Computer Science and Technology. 31: 525-546. DOI: 10.1007/S11390-016-1645-3  0.409
2015 Yang M, Hu J, Li S, Ma Y, Gui W, Zhu G. Thyroid endocrine disruption of acetochlor on zebrafish (Danio rerio) larvae. Journal of Applied Toxicology : Jat. PMID 26397822 DOI: 10.1002/jat.3230  0.404
2015 Chan TH, Jia K, Gao S, Lu J, Zeng Z, Ma Y. PCANet: A Simple Deep Learning Baseline for Image Classification? Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 26340772 DOI: 10.1109/Tip.2015.2475625  0.343
2015 Zhuang L, Gao S, Tang J, Wang J, Lin Z, Ma Y. Constructing a Non-Negative Low-Rank and Sparse Graph with Data-Adaptive Features. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 26057712 DOI: 10.1109/Tip.2015.2441632  0.323
2015 Zhuang L, Wang J, Lin Z, Yang AY, Ma Y, Yu N. Locality-preserving low-rank representation for graph construction from nonlinear manifolds Neurocomputing. DOI: 10.1016/J.Neucom.2015.10.119  0.359
2015 Jia K, Chan TH, Zeng Z, Gao S, Wang G, Zhang T, Ma Y. ROML: A Robust Feature Correspondence Approach for Matching Objects in A Set of Images International Journal of Computer Vision. DOI: 10.1007/S11263-015-0858-1  0.398
2015 Dong W, Shi G, Ma Y, Li X. Image Restoration via Simultaneous Sparse Coding: Where Structured Sparsity Meets Gaussian Scale Mixture International Journal of Computer Vision. 114: 217-232. DOI: 10.1007/S11263-015-0808-Y  0.39
2014 Liu G, Chang S, Ma Y. Blind image deblurring using spectral properties of convolution operators. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 23: 5047-56. PMID 25312928 DOI: 10.1109/Tip.2014.2362055  0.404
2014 Dong W, Shi G, Hu X, Ma Y. Nonlocal sparse and low-rank regularization for optical flow estimation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 23: 4527-38. PMID 25167553 DOI: 10.1109/Tip.2014.2352497  0.366
2014 Dong W, Shi G, Li X, Ma Y, Huang F. Compressive sensing via nonlocal low-rank regularization. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 23: 3618-32. PMID 24951688 DOI: 10.1109/Tip.2014.2329449  0.399
2014 Wang X, Zhang Z, Ma Y, Bai X, Liu W, Tu Z. Robust subspace discovery via relaxed rank minimization. Neural Computation. 26: 611-35. PMID 24320845 DOI: 10.1162/Neco_A_00555  0.433
2014 Gao S, Tsang IW, Ma Y. Learning Category-Specific Dictionary and Shared Dictionary for Fine-Grained Image Categorization. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 23: 623-34. PMID 24239999 DOI: 10.1109/Tip.2013.2290593  0.365
2014 Chan T, Jia K, Wycoff E, Ma Y. MMSE Design of Time and Color Multiplexing Codes Ieee Transactions On Signal Processing. 62: 1157-1170. DOI: 10.1109/Tsp.2014.2300032  0.343
2014 Zhang X, Sun F, Liu G, Ma Y. Fast Low-Rank Subspace Segmentation Ieee Transactions On Knowledge and Data Engineering. 26: 1293-1297. DOI: 10.1109/Tkde.2013.114  0.33
2014 Gao S, Jia K, Zhuang L, Ma Y. Neither Global Nor Local: Regularized Patch-Based Representation for Single Sample Per Person Face Recognition International Journal of Computer Vision. 111: 365-383. DOI: 10.1007/S11263-014-0750-4  0.379
2014 Zhuang L, Chan TH, Yang AY, Sastry SS, Ma Y. Sparse Illumination Learning and Transfer for Single-Sample Face Recognition with Image Corruption and Misalignment International Journal of Computer Vision. 114: 272-287. DOI: 10.1007/S11263-014-0749-X  0.577
2014 Zhang X, Sun F, Liu G, Ma Y. Non-blind deblurring of structured images with geometric deformation The Visual Computer. 31: 131-140. DOI: 10.1007/S00371-014-0920-Y  0.377
2013 Yao C, Zhang X, Bai X, Liu W, Ma Y, Tu Z. Rotation-invariant features for multi-oriented text detection in natural images. Plos One. 8: e70173. PMID 23940544 DOI: 10.1371/Journal.Pone.0070173  0.422
2013 Yang AY, Zhou Z, Balasubramanian AG, Sastry SS, Ma Y. Fast l₁-minimization algorithms for robust face recognition. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 22: 3234-46. PMID 23674456 DOI: 10.1109/Tip.2013.2262292  0.555
2013 Liu G, Lin Z, Yan S, Sun J, Yu Y, Ma Y. Robust recovery of subspace structures by low-rank representation. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 171-84. PMID 22487984 DOI: 10.1109/Tpami.2012.88  0.33
2013 Kusakunniran W, Wu Q, Zhang J, Ma Y, Li H. A New View-Invariant Feature for Cross-View Gait Recognition Ieee Transactions On Information Forensics and Security. 8: 1642-1653. DOI: 10.1109/Tifs.2013.2252342  0.339
2013 Zhuang L, Yang AY, Zhou Z, Sastry SS, Ma Y. Single-sample face recognition with image corruption and misalignment via sparse illumination transfer Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 3546-3553. DOI: 10.1109/CVPR.2013.455  0.524
2013 Wright J, Ganesh A, Min K, Ma Y. Compressive principal component pursuit Information and Inference. 2: 32-68. DOI: 10.1093/Imaiai/Iat002  0.362
2013 Zhang X, Lin Z, Sun F, Ma Y. Transform invariant text extraction The Visual Computer. 30: 401-415. DOI: 10.1007/S00371-013-0864-7  0.328
2012 Peng Y, Ganesh A, Wright J, Xu W, Ma Y. RASL: robust alignment by sparse and low-rank decomposition for linearly correlated images. Ieee Transactions On Pattern Analysis and Machine Intelligence. 34: 2233-46. PMID 22213763 DOI: 10.1109/Tpami.2011.282  0.528
2012 Wagner A, Wright J, Ganesh A, Zhou Z, Mobahi H, Ma Y. Toward a practical face recognition system: robust alignment and illumination by sparse representation. Ieee Transactions On Pattern Analysis and Machine Intelligence. 34: 372-86. PMID 21646680 DOI: 10.1109/Tpami.2011.112  0.515
2012 Zhang Z, Ganesh A, Liang X, Ma Y. TILT: Transform Invariant Low-Rank Textures International Journal of Computer Vision. 99: 1-24. DOI: 10.1007/S11263-012-0515-X  0.379
2011 Candès EJ, Li X, Ma Y, Wright J. Robust principal component analysis? Journal of the Acm. 58. DOI: 10.1145/1970392.1970395  0.488
2011 Ma Y, Niyogi P, Sapiro G, Vidal R. Dimensionality reduction via subspace and submanifold learning Ieee Signal Processing Magazine. 28: 14-15+126. DOI: 10.1109/Msp.2010.940005  0.597
2011 Shia V, Yang AY, Sastry SS, Wagner A, Ma Y. Fast ℓ 1-minimization and parallelization for face recognition Conference Record - Asilomar Conference On Signals, Systems and Computers. 1199-1203. DOI: 10.1109/ACSSC.2011.6190205  0.474
2011 Mobahi H, Rao SR, Yang AY, Sastry SS, Ma Y. Segmentation of natural images by texture and boundary compression International Journal of Computer Vision. 95: 86-98. DOI: 10.1007/S11263-011-0444-0  0.553
2010 Rao S, Tron R, Vidal R, Ma Y. Motion segmentation in the presence of outlying, incomplete, or corrupted trajectories. Ieee Transactions On Pattern Analysis and Machine Intelligence. 32: 1832-45. PMID 20724760 DOI: 10.1109/Tpami.2009.191  0.69
2010 Yang J, Wright J, Huang TS, Ma Y. Image super-resolution via sparse representation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 19: 2861-73. PMID 20483687 DOI: 10.1109/Tip.2010.2050625  0.521
2010 Wright J, Ma Y. Dense Error Correction Via $\ell^1$ -Minimization Ieee Transactions On Information Theory. 56: 3540-3560. DOI: 10.1109/Tit.2010.2048473  0.421
2010 Yang AY, Sastry SS, Ganesh A, Ma Y. Fast l1-minimization algorithms and an application in robust face recognition: A review Proceedings - International Conference On Image Processing, Icip. 1849-1852. DOI: 10.1109/ICIP.2010.5651522  0.499
2010 Rao SR, Yang AY, Sastry SS, Ma Y. Robust Algebraic Segmentation of Mixed Rigid-Body and Planar Motions from Two Views International Journal of Computer Vision. 88: 425-446. DOI: 10.1007/S11263-009-0314-1  0.62
2010 Rao SR, Mobahi H, Yang AY, Sastry SS, Ma Y. Natural image segmentation with adaptive texture and boundary encoding Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5994: 135-146. DOI: 10.1007/978-3-642-12307-8_13  0.498
2009 Wright J, Yang AY, Ganesh A, Sastry SS, Ma Y. Robust face recognition via sparse representation. Ieee Transactions On Pattern Analysis and Machine Intelligence. 31: 210-27. PMID 19110489 DOI: 10.1109/Tpami.2008.79  0.632
2009 Wright J, Ma Y, Tao Y, Lin Z, Shum H. Classification via Minimum Incremental Coding Length Siam Journal On Imaging Sciences. 2: 367-395. DOI: 10.1137/070707312  0.469
2008 Ma Y, Yang AY, Derksen H, Fossum RM. Estimation of subspace arrangements with applications in modeling and segmenting mixed data Siam Review. 50: 413-458. DOI: 10.1137/060655523  0.373
2008 Shakernia O, Ma Y, Koo TJ, Sastry S. Landing An Unmanned Air Vehicle: Vision Based Motion Estimation And Nonlinear Control Asian Journal of Control. 1: 128-145. DOI: 10.1111/J.1934-6093.1999.Tb00014.X  0.747
2008 Yang AY, Wright J, Ma Y, Sastry SS. Unsupervised segmentation of natural images via lossy data compression Computer Vision and Image Understanding. 110: 212-225. DOI: 10.1016/J.Cviu.2007.07.005  0.626
2007 Ma Y, Derksen H, Hong W. Segmentation of multivariate mixed data via Lossy data coding and compression. Ieee Transactions On Pattern Analysis and Machine Intelligence. 29: 1546-62. PMID 17627043 DOI: 10.1109/Tpami.2007.1085  0.33
2006 Hong W, Wright J, Huang K, Ma Y. Multiscale hybrid linear models for lossy image representation. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 15: 3655-71. PMID 17153941 DOI: 10.1109/Tip.2006.882016  0.509
2006 Vidal R, Ma Y, Sastry S. Generalized principal component analysis (GPCA). Ieee Transactions On Pattern Analysis and Machine Intelligence. 27: 1945-59. PMID 16355661 DOI: 10.1109/Tpami.2005.244  0.704
2006 Vidal R, Ma Y, Soatto S, Sastry S. Two-view multibody structure from motion International Journal of Computer Vision. 68: 7-25. DOI: 10.1007/S11263-005-4839-7  0.712
2006 Vidal R, Ma Y. A Unified Algebraic Approach to 2-D and 3-D Motion Segmentation and Estimation Journal of Mathematical Imaging and Vision. 25: 403-421. DOI: 10.1007/S10851-006-8286-Z  0.696
2005 Huang K, Hong W, Ma Y. Symmetry-based photo-editing Pattern Recognition. 38: 825-834. DOI: 10.1016/J.Patcog.2004.11.014  0.37
2005 Yang AY, Huang K, Rao S, Hong W, Ma Y. Symmetry-based 3-D reconstruction from perspective images Computer Vision and Image Understanding. 99: 210-240. DOI: 10.1016/J.Cviu.2005.01.004  0.403
2004 Hong W, Yang AY, Huang K, Ma Y. On Symmetry and Multiple-View Geometry: Structure, Pose, and Calibration from a Single Image International Journal of Computer Vision. 60: 241-265. DOI: 10.1023/B:Visi.0000036837.76476.10  0.399
2004 Ma Y, Huang K, Vidal R, Košecká J, Sastry S. Rank Conditions on the Multiple-View Matrix International Journal of Computer Vision. 59: 115-137. DOI: 10.1023/B:Visi.0000022286.53224.3D  0.734
2004 Ma Y. A differential geometric approach to multiple view geometry in spaces of constant curvature International Journal of Computer Vision. 58: 37-53. DOI: 10.1023/B:Visi.0000016146.60243.Dc  0.302
2001 Ma Y, Vidal R, Hsu S, Sastry S. Optimal motion estimation from multiple images by normalized epipolar constraint Communications in Information and Systems. 1: 51-74. DOI: 10.4310/Cis.2001.V1.N1.A4  0.707
2001 Ma Y, Košecká J, Sastry S. International Journal of Computer Vision. 44: 219-249. DOI: 10.1023/A:1012276232049  0.562
2000 Ma Y, Soatto S, Košecká J, Sastry S. Euclidean reconstruction and reprojection up to subgroups International Journal of Computer Vision. 38: 219-229. DOI: 10.1023/A:1008143307025  0.596
2000 Ma Y, Košecká J, Sastry S. International Journal of Computer Vision. 36: 71-89. DOI: 10.1023/A:1008124507881  0.59
1999 Ma Y, Shakernia O, Košecká J, Sastry S. A lie theoretic approach to structure and motion in computer vision 1 Ifac Proceedings Volumes. 32: 2113-2118. DOI: 10.1016/S1474-6670(17)56358-2  0.727
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