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Volumn , Issue , 2011, Pages

Robust principal component analysis based on low-rank and block-sparse matrix decomposition

Author keywords

augmented Lagrange multiplier method; low rank and block sparse matrix decomposition; operator splitting method; robust principal component analysis

Indexed keywords

CONVEX PROGRAMS; DATA MATRICES; DOUGLAS; LAGRANGE MULTIPLIER METHOD; MATRIX DECOMPOSITION; MONOTONE OPERATORS; NUMERICAL SIMULATION; OPERATOR SPLITTING METHOD; OUTLIER DETECTION; POTENTIAL APPLICATIONS; ROBUST PRINCIPAL COMPONENT ANALYSIS; SPARSE MATRICES; SUB-PROBLEMS;

EID: 79957802748     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CISS.2011.5766144     Document Type: Conference Paper
Times cited : (75)

References (10)
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    • (2008) SIAM J. on Optimization , vol.20 , Issue.4 , pp. 1956-1982
    • Cai, J.-F.1    Candès, E.J.2    Shen, Z.3
  • 7
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    • A Douglas-rachford splittting approach to nonsmooth convex variational signal recovery
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    • Combettes, P.L.1    Pesquet, J.2
  • 8
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    • Inpainting and zooming using sparse representations
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    • (2007) The Computer Journal , vol.52 , pp. 64-79
    • Fadili, M.J.1    Starck, J.L.2    Murtagh, F.3
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    • Monotone operator splitting for optimization problems in sparse recovery
    • M.J. Fadili and J.-L. Starck, "Monotone operator splitting for optimization problems in sparse recovery," in Inter. Conf. Image Processing (ICIP 2009),, 2009, pp. 1461-1464.
    • (2009) Inter. Conf. Image Processing (ICIP 2009) , pp. 1461-1464
    • Fadili, M.J.1    Starck, J.-L.2
  • 10
    • 0010563817 scopus 로고    scopus 로고
    • Department of computer science, Aarhus University, Technical report, DAIMI PB-357, code available at
    • R. M. Larsen, "Lanczos bidiagonalization with partial reorthogonalization," Department of computer science, Aarhus University, Technical report, DAIMI PB-357, code available at http://soi.stanford.edu/ rmunk/PROPACK/, 1998.
    • (1998) Lanczos Bidiagonalization with Partial Reorthogonalization
    • Larsen, R.M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.