Robust principal component analysis?
Article Properties
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LanguageEnglish
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DOI (url)
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Publication Date2011/05/01
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Journal
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Indian UGC (journal)
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Refrences54
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Citations2,885
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Emmanuel J. Candès Stanford University, Stanford, CA
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Xiaodong Li Stanford University, Stanford, CA
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Yi Ma University of Illinois at Urbana-Champaign, Urbana, IL, Microsoft Research Asia, Beijing, China
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John Wright Microsoft Research Asia, Beijing, China
Abstract
Journal Categories
Science
Mathematics
Instruments and machines
Electronic computers
Computer science
Science
Mathematics
Instruments and machines
Electronic computers
Computer science
Computer software
Science
Science (General)
Cybernetics
Information theory
Technology
Electrical engineering
Electronics
Nuclear engineering
Electronics
Computer engineering
Computer hardware
Refrences
| Title | Journal | Journal Categories | Citations | Publication Date |
|---|---|---|---|---|
| An accelerated proximal gradient algorithm for nuclear norm regularized least squares problems | 2010 | |||
| A method of solving a convex programming problem with convergence rate O(1/k<sup>2</sup>) | 1983 | |||
| Grant , M. , and Boyd , S . 2009 . CVX: Matlab software for disciplined convex programming (web page and software) . http://stanford.edu/~boyd/cvx. Grant, M., and Boyd, S. 2009. CVX: Matlab software for disciplined convex programming (web page and software). http://stanford.edu/~boyd/cvx. | 2009 | |||
| Zhou , Z. , Wagner , A. , Mobahi , H. , Wright , J. , and Ma , Y . 2009. Face recognition with contiguous occlusion using Markov random fields . In Proceedings of the International Conference on Computer Vision (ICCV). Zhou, Z., Wagner, A., Mobahi, H., Wright, J., and Ma, Y. 2009. Face recognition with contiguous occlusion using Markov random fields. In Proceedings of the International Conference on Computer Vision (ICCV). | ||||
| 10.1017/CBO9780511794308.006 |
Citations
| Title | Journal | Journal Categories | Citations | Publication Date |
|---|---|---|---|---|
How does digitization enable green innovation? Evidence from Chinese listed companies | Business Strategy and the Environment |
| 2 | 2024 |
eRPCA: Robust Principal Component Analysis for Exponential Family Distributions | Statistical Analysis and Data Mining: The ASA Data Science Journal |
| 2024 | |
| Deep Learning-Based Empirical and Sub-Space Decomposition for Speech Enhancement | Circuits, Systems, and Signal Processing |
| 2024 | |
| Spatial superresolution based on simultaneous dual PIV measurement with different magnification | Experiments in Fluids |
| 1 | 2024 |
| Weighted bilinear factorization of low-rank matrix with structural smoothness for image denoising | Multimedia Systems |
| 2024 |
Citations Analysis
The category
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics 1,333
is the most commonly referenced area in studies that cite this article. The first research to cite this article was titled Visual Saliency Detection via Sparsity Pursuit and was published in 2010. The most recent citation comes from a 2024 study titled Accelerated proximal gradient algorithm for lithium-ion battery state of charge estimation with outliers. This article reached its peak citation in 2022, with 338 citations. It has been cited in 649 different journals, 16% of which are open access. Among related journals, the IEEE Transactions on Image Processing cited this research the most, with 123 citations. The chart below illustrates the annual citation trends for this article.