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Volumn , Issue , 2009, Pages 109-112

Fast frame-based image deconvolution using variable splitting and constrained optimization

Author keywords

[No Author keywords available]

Indexed keywords

AUGMENTED LAGRANGIAN METHODS; BENCH-MARK PROBLEMS; CONSTRAINED OPTIMIZATION FORMULATIONS; FAST ALGORITHMS; FIDELITY TERM; IMAGE DEBLURRING; IMAGE DECONVOLUTION; NON-SMOOTH; REGULARIZER; STATE-OF-THE-ART METHODS; UNCONSTRAINED OPTIMIZATION PROBLEMS; VARIABLE SPLITTING;

EID: 72349095820     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SSP.2009.5278628     Document Type: Conference Paper
Times cited : (50)

References (23)
  • 2
    • 85014561619 scopus 로고    scopus 로고
    • A fast iterative shrinkage-thresholding algorithm for linear inverse problems
    • A. Beck and M. Teboulle, "A fast iterative shrinkage-thresholding algorithm for linear inverse problems", SIAM Jour. Imaging Sciences, vol. 2, pp. 183-202, 2009.
    • (2009) SIAM Jour. Imaging Sciences , vol.2 , pp. 183-202
    • Beck, A.1    Teboulle, M.2
  • 3
    • 36749005582 scopus 로고    scopus 로고
    • A new TwIST: Two-step iterative shrinkage/thresholding algorithms for image restoration
    • J. Bioucas-Dias and M. Figueiredo, "A new TwIST: two-step iterative shrinkage/thresholding algorithms for image restoration", IEEE Trans. Image Proc., vol. 16, pp. 2992-3004, 2007.
    • (2007) IEEE Trans. Image Proc , vol.16 , pp. 2992-3004
    • Bioucas-Dias, J.1    Figueiredo, M.2
  • 4
    • 69949177588 scopus 로고    scopus 로고
    • An iterative algorithm for linear inverse problems with compound regularizers
    • San Diego, USA
    • J. Bioucas-Dias and M. Figueiredo, "An iterative algorithm for linear inverse problems with compound regularizers", IEEE Intern. Conf. Image Proc. - ICIP, San Diego, USA, 2008.
    • (2008) IEEE Intern. Conf. Image Proc. - ICIP
    • Bioucas-Dias, J.1    Figueiredo, M.2
  • 5
    • 31744440684 scopus 로고    scopus 로고
    • Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
    • E. Candès, J. Romberg, and T. Tao. "Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information," IEEE Trans. Inform. Theory, vol. 52, pp. 489-509, 2006.
    • (2006) IEEE Trans. Inform. Theory , vol.52 , pp. 489-509
    • Candès, E.1    Romberg, J.2    Tao, T.3
  • 6
    • 34548678881 scopus 로고    scopus 로고
    • A variational formulation for frame-based inverse problems
    • C. Chaux, P. Combettes, J.-C. Pesquet, V. Wajs, "A variational formulation for frame-based inverse problems", Inverse Problems, vol. 23, pp. 1495-1518, 2007.
    • (2007) Inverse Problems , vol.23 , pp. 1495-1518
    • Chaux, C.1    Combettes, P.2    Pesquet, J.-C.3    Wajs, V.4
  • 8
    • 7044231546 scopus 로고    scopus 로고
    • An iterative thresholding algorithm for linear inverse problems with a spar-sity constraint
    • I. Daubechies, M. De Friese, and C. De Mol. "An iterative thresholding algorithm for linear inverse problems with a spar-sity constraint." Comm. Pure and Applied Math., vol. 57, pp. 1413-1457, 2004.
    • (2004) Comm. Pure and Applied Math , vol.57 , pp. 1413-1457
    • Daubechies, I.1    De Friese, M.2    De Mol, C.3
  • 9
    • 33645712892 scopus 로고    scopus 로고
    • Compressed sensing
    • D. Donoho. "Compressed sensing," IEEE Trans. Inform. Theory, vol. 52, pp. 1289-1306, 2006.
    • (2006) IEEE Trans. Inform. Theory , vol.52 , pp. 1289-1306
    • Donoho, D.1
  • 10
    • 34249837486 scopus 로고
    • On the Douglas-Rachford splitting method and the proximal point algorithm for maximal monotone operators
    • J. Eckstein and D. Bertsekas, "On the Douglas-Rachford splitting method and the proximal point algorithm for maximal monotone operators", Mathematical Programming, vol. 5, pp. 293-318, 1992.
    • (1992) Mathematical Programming , vol.5 , pp. 293-318
    • Eckstein, J.1    Bertsekas, D.2
  • 12
    • 34249671661 scopus 로고    scopus 로고
    • Analysis versus synthesis in signal priors
    • M. Elad, P. Milanfar, R. Rubinstein, "Analysis versus synthesis in signal priors", Inverse Problems, vol. 23, pp. 947-968, 2007.
    • (2007) Inverse Problems , vol.23 , pp. 947-968
    • Elad, M.1    Milanfar, P.2    Rubinstein, R.3
  • 13
    • 0142200827 scopus 로고    scopus 로고
    • An EM algorithm for wavelet-based image restoration
    • M. Figueiredo and R. Nowak. "An EM algorithm for wavelet-based image restoration." IEEE Trans. Image Proc, vol. 12, pp. 906-916, 2003.
    • (2003) IEEE Trans. Image Proc , vol.12 , pp. 906-916
    • Figueiredo, M.1    Nowak, R.2
  • 16
    • 72349094749 scopus 로고    scopus 로고
    • 1-regularized minimization with applications to compressed sensing. TR 07-07, Depart. of Computational and Applied Math., Rice Univ., 2007.
    • 1-regularized minimization with applications to compressed sensing." TR 07-07, Depart. of Computational and Applied Math., Rice Univ., 2007.
  • 17
    • 33748575920 scopus 로고    scopus 로고
    • Signal reconstruction from noisy random projections
    • J. Haupt and R. Nowak. "Signal reconstruction from noisy random projections," IEEE Trans. Inform. Theory, vol. 52, pp. 4036-4048, 2006.
    • (2006) IEEE Trans. Inform. Theory , vol.52 , pp. 4036-4048
    • Haupt, J.1    Nowak, R.2
  • 20
    • 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 Jour. Imaging Sciences, vol. 1, pp. 248-272, 2008.
    • (2008) SIAM Jour. Imaging Sciences , vol.1 , pp. 248-272
    • Wang, Y.1    Yang, J.2    Yin, W.3    Zhang, Y.4
  • 21
    • 67650178787 scopus 로고    scopus 로고
    • Sparse reconstruction by separable approximation
    • S. Wright, R. Nowak, M. Figueiredo, "Sparse reconstruction by separable approximation, IEEE Trans. Signal Proc, vol. 57, pp. 2479-2493, 2009.
    • (2009) IEEE Trans. Signal Proc , vol.57 , pp. 2479-2493
    • Wright, S.1    Nowak, R.2    Figueiredo, M.3
  • 23
    • 46749116519 scopus 로고    scopus 로고
    • Stable recovery of sparse signals via regularized minimization
    • C. Zhu, "Stable recovery of sparse signals via regularized minimization", IEEE Trans. Inform. Theory, vol. 54, pp. 3364-3367, 2008.
    • (2008) IEEE Trans. Inform. Theory , vol.54 , pp. 3364-3367
    • Zhu, C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.