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Volumn , Issue , 2008, Pages 685-688

An iterative algorithm for linear inverse problems with compound regularizers

Author keywords

Image restoration; Inverse problems; Iterative algorithms; Regularization

Indexed keywords

ACTIVE PIXEL; IMAGE RESTORATION; ITERATIVE ALGORITHM; ITERATIVE ALGORITHMS; LINEAR INVERSE PROBLEMS; OPTIMIZATION PROBLEMS; REGULARIZATION; REGULARIZER; STATE-OF-THE-ART ALGORITHMS; TOTAL VARIATION;

EID: 69949177588     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2008.4711847     Document Type: Conference Paper
Times cited : (55)

References (24)
  • 1
    • 24644484251 scopus 로고    scopus 로고
    • 1-unified variational framework for image restoration
    • European Conference on Computer Vision, ECCV'2004, Springer
    • 1-unified variational framework for image restoration", European Conference on Computer Vision - ECCV'2004, LNCS vol. 3021, pp. 1-13, Springer, 2004.
    • (2004) LNCS , vol.3021 , pp. 1-13
    • Bect, J.1    Blanc-Féraud, L.2    Aubert, G.3    Chambolle, A.4
  • 3
    • 36749005582 scopus 로고    scopus 로고
    • A new TwIST: Two-step iterative shrinkage/thresholding algorithms for image restoration
    • J. Bioucas-Dias, M. Figueiredo, "A new TwIST: two-step iterative shrinkage/thresholding algorithms for image restoration", IEEE Transactions on Image Processing, vol. 16, pp. 2992-3004, 2007.
    • (2007) IEEE Transactions on Image Processing , vol.16 , pp. 2992-3004
    • Bioucas-Dias, J.1    Figueiredo, M.2
  • 5
    • 51449109308 scopus 로고    scopus 로고
    • An expectation-maximization algorithm for space-time sparsity regularization of the MEG inverse problem
    • Vancouver, BC, Canada
    • A. Bolstad, B. Van Veen, R. Nowak, R. Wakai, "An expectation-maximization algorithm for space-time sparsity regularization of the MEG inverse problem", Proc. of the Itern. Conference on Biomagnetism, Vancouver, BC, Canada, 2006.
    • (2006) Proc. of the Itern. Conference on Biomagnetism
    • Bolstad, A.1    Van Veen, B.2    Nowak, R.3    Wakai, R.4
  • 6
    • 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 Transactions on Information Theory, vol. 52, pp. 489-509, 2004.
    • (2004) IEEE Transactions on Information Theory , vol.52 , pp. 489-509
    • Candès, E.1    Romberg, J.2    Tao, T.3
  • 8
    • 1242352408 scopus 로고    scopus 로고
    • An algorithm for total variation minimization and applications
    • A. Chambolle, "An algorithm for total variation minimization and applications," Journal of Mathematical Imaging and Vision, vol. 20, pp. 89-97, 2004.
    • (2004) Journal of Mathematical Imaging and Vision , vol.20 , pp. 89-97
    • Chambolle, A.1
  • 9
    • 33646554193 scopus 로고    scopus 로고
    • Total variation minimization and a class of binary MRF models
    • Intern. Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition, EMMCVPR'2005, Springer
    • A. Chambolle, "Total variation minimization and a class of binary MRF models", Intern. Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition - EMMCVPR'2005, LNCS vol. 3757, pp. 136-152, Springer, 2005.
    • (2005) LNCS , vol.3757 , pp. 136-152
    • Chambolle, A.1
  • 10
    • 0032022704 scopus 로고    scopus 로고
    • Nonlinear wavelet image processing: Variational problems, compression, and noise removal through wavelet shrinkage
    • A. Chambolle, R. De Vore, N. Lee, and B. Lucier, "Nonlinear wavelet image processing: variational problems, compression, and noise removal through wavelet shrinkage," IEEE Transactions on Image Processing, vol. 7, pp. 319-335, 1998.
    • (1998) IEEE Transactions on Image Processing , vol.7 , pp. 319-335
    • Chambolle, A.1    De Vore, R.2    Lee, N.3    Lucier, B.4
  • 12
    • 34548677063 scopus 로고    scopus 로고
    • Proximal thresholding algorithm for minimization over orthonormal bases
    • P. Combettes and J.-C. Pesquet, "Proximal thresholding algorithm for minimization over orthonormal bases," SIAM Journal on Optimization, vol. 18, pp. 1351-1376, 2007.
    • (2007) SIAM Journal on Optimization , vol.18 , pp. 1351-1376
    • Combettes, P.1    Pesquet, J.-C.2
  • 14
    • 25144515901 scopus 로고    scopus 로고
    • A fast and exact algorithm for total variation minimization
    • Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA'2005, Springer
    • J. Darbon and M. Sigelle, "A fast and exact algorithm for total variation minimization", Iberian Conference on Pattern Recognition and Image Analysis - IbPRIA'2005, LNCS vol. 3522, pp. 351-359, Springer, 2005.
    • (2005) LNCS , vol.3522 , pp. 351-359
    • Darbon, J.1    Sigelle, M.2
  • 16
    • 42149167847 scopus 로고    scopus 로고
    • A wide-angle view at iterated shrinkage algorithms
    • San-Diego, CA
    • M. Elad, B. Matalon, J. Shtok, and M. Zibulevsky, "A wide-angle view at iterated shrinkage algorithms", Proc. SPIE Wavelets XII, San-Diego, CA, 2007.
    • (2007) Proc. SPIE Wavelets , vol.12
    • Elad, M.1    Matalon, B.2    Shtok, J.3    Zibulevsky, M.4
  • 17
    • 36749072615 scopus 로고    scopus 로고
    • Majorization- minimization algorithms for wavelet-based image restoration
    • M. Figueiredo, J. Bioucas-Dias, and R. Nowak, "Majorization- minimization algorithms for wavelet-based image restoration" IEEE Transactions on Image Processing, vol. 16, pp. 2980-3004, 2007.
    • (2007) IEEE Transactions on Image Processing , vol.16 , pp. 2980-3004
    • Figueiredo, M.1    Bioucas-Dias, J.2    Nowak, R.3
  • 18
    • 78649843367 scopus 로고    scopus 로고
    • On total-variation denoising: A new majorization-minimization algorithm and an experimental comparison with wavalet denoising
    • Atlanta, GA
    • M. Figueiredo, J. Bioucas-Dias, J. Oliveira, and R. Nowak, "On total-variation denoising: A new majorization-minimization algorithm and an experimental comparison with wavalet denoising," IEEE Intern. Conf. on Image Processing - ICIP'06, Atlanta, GA, 2006.
    • (2006) IEEE Intern. Conf. on Image Processing - ICIP'06
    • Figueiredo, M.1    Bioucas-Dias, J.2    Oliveira, J.3    Nowak, R.4
  • 19
    • 39449126969 scopus 로고    scopus 로고
    • Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems
    • M. Figueiredo, R. Nowak, S. Wright, "Gradient projection for sparse reconstruction: application to compressed sensing and other inverse problems," IEEE Journal of Selected Topics in Signal Processing, vol. 1, pp. 586-597, 2007.
    • (2007) IEEE Journal of Selected Topics in Signal Processing , vol.1 , pp. 586-597
    • Figueiredo, M.1    Nowak, R.2    Wright, S.3
  • 20
    • 36849088522 scopus 로고    scopus 로고
    • Sparse MRI: The application of compressed sensing for rapid MR imaging
    • M. Lustig, D. Donoho, and J. Pauly, "Sparse MRI: the application of compressed sensing for rapid MR imaging," Magnetic Resonance in Medicine vol. 58, pp. 1182-1195, 2007.
    • (2007) Magnetic Resonance in Medicine , vol.58 , pp. 1182-1195
    • Lustig, M.1    Donoho, D.2    Pauly, J.3
  • 21
    • 44049111982 scopus 로고
    • Nonlinear total variation based noise removal algorithms
    • S. Osher, L. Rudin, and E. Fatemi, "Nonlinear total variation based noise removal algorithms," Physica D, vol. 60, pp. 259-268, 1992.
    • (1992) Physica D , vol.60 , pp. 259-268
    • Osher, S.1    Rudin, L.2    Fatemi, E.3
  • 22
    • 27744574209 scopus 로고    scopus 로고
    • Image decomposition via the combination of sparse representations and a variational approach
    • J. Starck, M. Elad, and D. Donoho, "Image decomposition via the combination of sparse representations and a variational approach," IEEE Transactions on Image Processing, vol. 14, pp. 1570-1582, 2005.
    • (2005) IEEE Transactions on Image Processing , vol.14 , pp. 1570-1582
    • Starck, J.1    Elad, M.2    Donoho, D.3
  • 23
    • 55349138049 scopus 로고    scopus 로고
    • Iterative algorithms based on the decouple of deblurring and denoising for image restoration
    • to appear
    • Y. Wen, M. Ng and W. Ching, "Iterative algorithms based on the decouple of deblurring and denoising for image restoration", SIAM Journal on Scientific Computing, 2008 (to appear).
    • (2008) SIAM Journal on Scientific Computing
    • Wen, Y.1    Ng, M.2    Ching, W.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.