메뉴 건너뛰기




Volumn 20, Issue 4, 2013, Pages 315-318

An adaptive-ADMM algorithm with support and signal value detection for compressed sensing

Author keywords

Alternating direction method of multipliers; Compressed sensing; Iterative support and signal value detection

Indexed keywords

ALTERNATING DIRECTION METHOD OF MULTIPLIERS; CONVENTIONAL METHODS; EFFICIENT RECONSTRUCTION; LARGE-SCALE PROBLEM; PRIOR KNOWLEDGE; SIGNAL INFORMATION; SIGNAL VALUE; TIME-CORRELATED; UNDER-SAMPLED; VIDEO SEQUENCES;

EID: 84874622963     PISSN: 10709908     EISSN: None     Source Type: Journal    
DOI: 10.1109/LSP.2013.2245893     Document Type: Article
Times cited : (50)

References (14)
  • 1
    • 33645712892 scopus 로고    scopus 로고
    • Compressed sensing
    • Apr.
    • D. Donoho, "Compressed sensing, " IEEE Trans. Inf. Theory, vol. 52, no. 4, pp. 1289-1306, Apr. 2006
    • (2006) IEEE Trans. Inf. Theory , vol.52 , Issue.4 , pp. 1289-1306
    • Donoho, D.1
  • 2
    • 31744440684 scopus 로고    scopus 로고
    • Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
    • DOI 10.1109/TIT.2005.862083
    • E. Candès, J. Romberg, and T. Tao, "Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information, " IEEE Trans. Inf. Theory, vol. 52, pp. 489-509, 2006 (Pubitemid 43174093)
    • (2006) IEEE Transactions on Information Theory , vol.52 , Issue.2 , pp. 489-509
    • Candes, E.J.1    Romberg, J.2    Tao, T.3
  • 3
    • 77954588549 scopus 로고    scopus 로고
    • Modified-CS: Modifying compressive sensing for problems with partially known support
    • Sep.
    • N. Vaswani and W. Lu, "Modified-CS: Modifying compressive sensing for problems with partially known support, " IEEE Trans. Signal Process., vol. 58, no. 9, pp. 4595-4607, Sep. 2010
    • (2010) IEEE Trans. Signal Process. , vol.58 , Issue.9 , pp. 4595-4607
    • Vaswani, N.1    Lu, W.2
  • 4
    • 84859942060 scopus 로고    scopus 로고
    • Exact reconstruction conditions for regularized modified basis pursuit
    • May
    • W. Lu and N. Vaswani, "Exact reconstruction conditions for regularized modified basis pursuit, " IEEE Trans. Signal Process., vol. 60, no. 5, pp. 2634-2640, May 2012
    • (2012) IEEE Trans. Signal Process. , vol.60 , Issue.5 , pp. 2634-2640
    • Lu, W.1    Vaswani, N.2
  • 5
    • 84856829080 scopus 로고    scopus 로고
    • Recovering compressively sampled signals using partial support information
    • Feb.
    • M. P. Friedlander, H. Mansour, R. Saab, and O. Yilmaz, "Recovering compressively sampled signals using partial support information, " IEEE Trans. Inf. Theory, vol. 58, no. 2, pp. 1122-1134, Feb. 2012
    • (2012) IEEE Trans. Inf. Theory , vol.58 , Issue.2 , pp. 1122-1134
    • Friedlander, M.P.1    Mansour, H.2    Saab, R.3    Yilmaz, O.4
  • 6
    • 84874612681 scopus 로고    scopus 로고
    • Coherence-based performance guarantees for compressed sensing with partial support information
    • H. Liu, B. Song, H. Qin, and Z. Qiu, "Coherence-based performance guarantees for compressed sensing with partial support information, " Signal Process., submitted for publication
    • Signal Process., Submitted for Publication
    • Liu, H.1    Song, B.2    Qin, H.3    Qiu, Z.4
  • 7
    • 84555196782 scopus 로고    scopus 로고
    • Regularized modified BPDN for noisy sparse reconstruction with partial erroneous support and signal value knowledge
    • Jan.
    • W. Lu and N. Vaswani, "Regularized modified BPDN for noisy sparse reconstruction with partial erroneous support and signal value knowledge, " IEEE Trans. Signal Process., vol. 60, no. 1, pp. 182-196, Jan. 2012
    • (2012) IEEE Trans. Signal Process. , vol.60 , Issue.1 , pp. 182-196
    • Lu, W.1    Vaswani, N.2
  • 8
    • 0016536442 scopus 로고
    • Sur l'approximation, par elements finisd'ordre un, et la resolution, par penalisation-dualité d'une classe de problems de dirichlet non lineares
    • R. Glowinski and A. Marrocco, "Sur l'approximation, par elements finisd'ordre un, et la resolution, par penalisation-dualité d'une classe de problems de dirichlet non lineares, " Rev. Française d'Automat. Inf. Rech. Opér., vol. 9, pp. 41-76, 1975
    • (1975) Rev. Française D'Automat. Inf. Rech. Opér. , vol.9 , pp. 41-76
    • Glowinski, R.1    Marrocco, A.2
  • 9
    • 0002211517 scopus 로고
    • A dual algorithm for the solution of nonlinear variational problems via finite element approximations
    • D. Gabay and B. Mercier, "A dual algorithm for the solution of nonlinear variational problems via finite element approximations, " Comput. Math. Applicat., vol. 2, pp. 17-40, 1976
    • (1976) Comput. Math. Applicat. , vol.2 , pp. 17-40
    • Gabay, D.1    Mercier, B.2
  • 10
    • 77955783919 scopus 로고    scopus 로고
    • Fast image recovery using variable splitting and constrained optimization
    • Sep.
    • M. Afonso, J. Bioucas-Dias, and M. Figueiredo, "Fast image recovery using variable splitting and constrained optimization, " IEEE Trans. Image Process., vol. 19, no. 9, pp. 2345-2356, Sep. 2010
    • (2010) IEEE Trans. Image Process. , vol.19 , Issue.9 , pp. 2345-2356
    • Afonso, M.1    Bioucas-Dias, J.2    Figueiredo, M.3
  • 11
    • 85012251675 scopus 로고    scopus 로고
    • A new alternating minimization algorithm for total variation image reconstruction
    • Y. Wang, J. Yang, W. Yin, and Y. Zhang, "A new alternating minimization algorithm for total variation image reconstruction, " SIAM J. Imag. Sci., vol. 1, no. 3, pp. 248-272, 2008
    • (2008) SIAM J. Imag. Sci. , vol.1 , Issue.3 , pp. 248-272
    • Wang, Y.1    Yang, J.2    Yin, W.3    Zhang, Y.4
  • 12
    • 78651555630 scopus 로고    scopus 로고
    • Sparse signal reconstruction via iterative support detection
    • Y. Wang and W. Yin, "Sparse signal reconstruction via iterative support detection, " SIAM J. Imag. Sci., vol. 3, no. 3, pp. 462-491, 2010
    • (2010) SIAM J. Imag. Sci. , vol.3 , Issue.3 , pp. 462-491
    • Wang, Y.1    Yin, W.2
  • 13
    • 80051762104 scopus 로고    scopus 로고
    • Distributed optimization and statistical learning via the alternating directionmethod of multipliers
    • S. Boyd, N. Parikh, E. Chu, B. Peleato, and J. Eckstein, "Distributed optimization and statistical learning via the alternating directionmethod of multipliers, " Found. Trends Mach. Learn., vol. 3, no. 1, pp. 1-122, 2011
    • (2011) Found. Trends Mach. Learn. , vol.3 , Issue.1 , pp. 1-122
    • Boyd, S.1    Parikh, N.2    Chu, E.3    Peleato, B.4    Eckstein, J.5
  • 14
    • 0004267646 scopus 로고
    • Princeton, NJ, USA: Princeton Univ. Press
    • R. T. Rockafellar, Convex Analysis. Princeton, NJ, USA: Princeton Univ. Press, 1970.
    • (1970) Convex Analysis
    • Rockafellar, R.T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.