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Volumn , Issue , 2011, Pages

SpaRCS: Recovering low-rank and sparse matrices from compressive measurements

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; HYPERSPECTRAL IMAGING; MATRIX ALGEBRA; PRINCIPAL COMPONENT ANALYSIS; RECOVERY; SIGNAL RECONSTRUCTION; SPECTROSCOPY;

EID: 85162322636     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (201)

References (27)
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  • 3
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    • Matrix completion with noise
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    • Quantitative robust uncertainty principles and optimally sparse decompositions
    • E. J. Candès and J. Romberg. Quantitative robust uncertainty principles and optimally sparse decompositions. Found. Comput. Math., 6(2):227-254, 2006.
    • (2006) Found. Comput. Math. , vol.6 , Issue.2 , pp. 227-254
    • Candès, E.J.1    Romberg, J.2
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    • The power of convex relaxation: Near-optimal matrix completion
    • E.J. Candès and T. Tao. The power of convex relaxation: Near-optimal matrix completion. IEEE Trans. on Info. Theory, 56(5):2053-2080, 2010.
    • (2010) IEEE Trans. on Info. Theory , vol.56 , Issue.5 , pp. 2053-2080
    • Candès, E.J.1    Tao, T.2
  • 17
    • 77955747588 scopus 로고    scopus 로고
    • Admira: Atomic decomposition for minimum rank approximation
    • K. Lee and Y. Bresler. Admira: Atomic decomposition for minimum rank approximation. IEEE Trans. on Info. Theory, 56(9):4402-4416, 2010.
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    • Lee, K.1    Bresler, Y.2
  • 20
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    • Cosamp: Iterative signal recovery from incomplete and inaccurate samples
    • D. Needell and J.A. Tropp. Cosamp: Iterative signal recovery from incomplete and inaccurate samples. Appl. Comput. Harmon. Anal., 26(3):301-321, 2009.
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    • Needell, D.1    Tropp, J.A.2
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    • A multiscale framework for compressive sensing of video
    • Chicago, IL, May
    • J. Y. Park and M. B.Wakin. A multiscale framework for compressive sensing of video. In Picture Coding Symp., Chicago, IL, May 2009.
    • (2009) Picture Coding Symp
    • Park, J.Y.1    Wakin, M.B.2
  • 22
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    • A simpler approach to matrix completion
    • Oct., to appear
    • B. Recht. A simpler approach to matrix completion. J. Mach. Learn. Res., posted Oct. 2009, to appear.
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    • Recht, B.1
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    • Guaranteed minimum rank solutions of linear matrix equations via nuclear norm minimization
    • B. Recht, M. Fazel, and P. A. Parrilo. Guaranteed minimum rank solutions of linear matrix equations via nuclear norm minimization. SIAM Rev., 52(3):471-501, 2010.
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    • Recht, B.1    Fazel, M.2    Parrilo, P.A.3
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    • Compressive sensing hyperspectral imager
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    • Sun, T.1    Kelly, K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.