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Volumn , Issue , 2009, Pages 1457-1460

A fast and accurate first-order algorithm for compressed sensing

Author keywords

Compressed sensing; Smoothing technique in optimization; Sparsity; Total variation minimization; 1

Indexed keywords

ALGORITHMS; CONVEX OPTIMIZATION; IMAGE RECONSTRUCTION; IMAGING SYSTEMS; OPTIMIZATION; STEEL BEAMS AND GIRDERS;

EID: 77951941256     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2009.5414554     Document Type: Conference Paper
Times cited : (2)

References (8)
  • 1
    • 77951959023 scopus 로고    scopus 로고
    • Linearized Bregman iterations for compressed sensing
    • to appear
    • J.-F. Cai, S. Osher, and Z. Shen. Linearized Bregman iterations for compressed sensing. Math. Comp. (to appear), 2008.
    • (2008) Math. Comp.
    • Cai, J.-F.1    Osher, S.2    Shen, Z.3
  • 2
    • 33947416035 scopus 로고    scopus 로고
    • Near optimal signal recovery from random projections: Universal encoding strategies?
    • E. Candès and T. Tao. Near optimal signal recovery from random projections: Universal encoding strategies ? IEEE Trans. on Information Theory, 52(12):5406-5425, 2006.
    • (2006) IEEE Trans. on Information Theory , vol.52 , Issue.12 , pp. 5406-5425
    • Candès, E.1    Tao, T.2
  • 3
    • 31744440684 scopus 로고    scopus 로고
    • Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
    • E. J. Candès, J. Romberg, and T. Tao. Robust uncertainty principles : Exact signal reconstruction from highly incomplete frequency information. IEEE Trans. on Information Theory, 52(2):489-509, 2006.
    • (2006) IEEE Trans. on Information Theory , vol.52 , Issue.2 , pp. 489-509
    • Candès, E.J.1    Romberg, J.2    Tao, T.3
  • 5
    • 39449126969 scopus 로고    scopus 로고
    • Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems
    • Dec.
    • M.A. Figueiredo, R. Nowak, and S.J. Wright. Gradient projection for sparse reconstruction : Application to compressed sensing and other inverse problems. IEEE Journal of Selected Topics in Signal Processing, 1(4):586-597, Dec. 2007.
    • (2007) IEEE Journal of Selected Topics in Signal Processing , vol.1 , Issue.4 , pp. 586-597
    • Figueiredo, M.A.1    Nowak, R.2    Wright, S.J.3
  • 7
  • 8
    • 17444406259 scopus 로고    scopus 로고
    • Smooth minimization of non-smooth functions
    • Y. Nesterov. Smooth minimization of non-smooth functions. Math. Program., Serie A, 103:127-152, 2005.
    • (2005) Math. Program., Serie A , vol.103 , pp. 127-152
    • Nesterov, Y.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.