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Volumn , Issue , 2012, Pages 3925-3928

Local principal component pursuit for nonlinear datasets

Author keywords

Compressive Sensing; Group Sparse; Low Rank; Robust Principal Component Analysis; Sparse Representation

Indexed keywords

COMPRESSIVE SENSING; GROUP SPARSE; LOW RANK; ROBUST PRINCIPAL COMPONENT ANALYSIS; SPARSE REPRESENTATION;

EID: 84867597409     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2012.6288776     Document Type: Conference Paper
Times cited : (40)

References (11)
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  • 2
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    • Robust principal component analysis?
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    • E. J. Candès, X. Li, Y. Ma, and J. Wright, "Robust principal component analysis?" J. ACM, vol. 58, pp. 11:1-11:37, June 2011.
    • (2011) J. ACM , vol.58
    • Candès, E.J.1    Li, X.2    Ma, Y.3    Wright, J.4
  • 3
    • 84863367863 scopus 로고    scopus 로고
    • Robust principal component analysis: Exact recovery of corrupted low-rank matrices via convex optimization
    • J. Wright, A. Ganesh, S. Rao, Y. Peng, and Y. Ma, "Robust principal component analysis: Exact recovery of corrupted low-rank matrices via convex optimization," in Adv. in Neural Inf. Proc. Sys. (NIPS) 22, 2009, pp. 2080-2088.
    • (2009) Adv. in Neural Inf. Proc. Sys. (NIPS) , vol.22 , pp. 2080-2088
    • Wright, J.1    Ganesh, A.2    Rao, S.3    Peng, Y.4    Ma, Y.5
  • 6
    • 58149236874 scopus 로고    scopus 로고
    • Manifold models for signals and images
    • G. Peyré, "Manifold models for signals and images," Comp. Vis. Image Understand., vol. 113, no. 2, pp. 249-260, 2009.
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    • Peyré, G.1
  • 8
    • 77951546345 scopus 로고    scopus 로고
    • Theoretical and empirical results for recovery from multiple measurements
    • May
    • E. van den Berg and M. P. Friedlander, "Theoretical and empirical results for recovery from multiple measurements," IEEE Trans. Inf. Theory, vol. 56, no. 5, pp. 2516-2527, May 2010.
    • (2010) IEEE Trans. Inf. Theory , vol.56 , Issue.5 , pp. 2516-2527
    • Van Den Berg, E.1    Friedlander, M.P.2
  • 9
    • 84969334819 scopus 로고    scopus 로고
    • The split Bregman method for l1-regularized problems
    • T. Goldstein and S. J. Osher, "The split Bregman method for l1-regularized problems," SIAM J. Imag. Sci., vol. 2, no. 2, pp. 323-343, 2009.
    • (2009) SIAM J. Imag. Sci. , vol.2 , Issue.2 , pp. 323-343
    • Goldstein, T.1    Osher, S.J.2
  • 10
    • 84867595600 scopus 로고    scopus 로고
    • U.S. Department of Transportation Publication FHWA-HRT-07-029, Jan. data available from
    • "Lankershim Boulevard dataset," U.S. Department of Transportation Publication FHWA-HRT-07-029, Jan. 2007, data available from http://ngsim-community.org/.
    • (2007) Lankershim Boulevard Dataset


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.