메뉴 건너뛰기




Volumn 98, Issue 6, 2010, Pages 948-958

Computational methods for sparse solution of linear inverse problems

Author keywords

Compressed sensing; Convex optimization; Matching pursuit; Sparse approximation

Indexed keywords

APPROXIMATION ALGORITHMS; COMPRESSED SENSING; CONVEX OPTIMIZATION;

EID: 77952743135     PISSN: 00189219     EISSN: None     Source Type: Journal    
DOI: 10.1109/JPROC.2010.2044010     Document Type: Article
Times cited : (980)

References (81)
  • 1
    • 0035273106 scopus 로고    scopus 로고
    • Atomic decomposition by basis pursuit
    • S. S. Chen, D. L. Donoho, and M. A. Saunders, "Atomic decomposition by basis pursuit," SIAM Rev., vol.43, no.1, pp. 129-159, 2001.
    • (2001) SIAM Rev. , vol.43 , Issue.1 , pp. 129-159
    • Chen, S.S.1    Donoho, D.L.2    Saunders, M.A.3
  • 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 Fourier information," IEEE Trans. Inf. Theory, vol.52, no.2, pp. 489-509, Feb. 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
    • 33645712892 scopus 로고    scopus 로고
    • Compressed sensing
    • Apr.
    • D. L. 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.L.1
  • 7
    • 0027842081 scopus 로고
    • Matching pursuits with time-frequency dictionaries
    • Dec.
    • S. Mallat and Z. Zhang, "Matching pursuits with time-frequency dictionaries," IEEE Trans. Signal Process., vol.41, no.12, pp. 3397-3415, Dec. 1993.
    • (1993) IEEE Trans. Signal Process. , vol.41 , Issue.12 , pp. 3397-3415
    • Mallat, S.1    Zhang, Z.2
  • 8
    • 3543103176 scopus 로고    scopus 로고
    • Sparse Bayesian learning for basis selection
    • Aug.
    • D. Wipf and B. Rao, "Sparse Bayesian learning for basis selection," IEEE Trans. Signal Process., vol.52, no.8, pp. 2153-2164, Aug. 2004.
    • (2004) IEEE Trans. Signal Process. , vol.52 , Issue.8 , pp. 2153-2164
    • Wipf, D.1    Rao, B.2
  • 9
    • 69749120802 scopus 로고    scopus 로고
    • Fast Bayesian matching pursuit: Model uncertainty and parameter estimation for sparse linear models
    • submitted for publication
    • P. Schniter, L. C. Potter, and J. Ziniel, "Fast Bayesian matching pursuit: Model uncertainty and parameter estimation for sparse linear models," IEEE Trans. Signal Process., 2008, submitted for publication.
    • (2008) IEEE Trans. Signal Process.
    • Schniter, P.1    Potter, L.C.2    Ziniel, J.3
  • 10
    • 34548724437 scopus 로고    scopus 로고
    • Exact reconstruction of sparse signals via nonconvex minimization
    • DOI 10.1109/LSP.2007.898300
    • R. Chartrand, "Exact reconstruction of sparse signals via nonconvex minimization," IEEE Signal Process. Lett., vol.14, no.10, pp. 707-710, Oct. 2007. (Pubitemid 47434090)
    • (2007) IEEE Signal Processing Letters , vol.14 , Issue.10 , pp. 707-710
    • Chartrand, R.1
  • 12
    • 72949124697 scopus 로고    scopus 로고
    • Bayesian compressive sensing via belief propagation
    • Jan.
    • D. Baron, S. Sarvotham, and R. G. Baraniuk, "Bayesian compressive sensing via belief propagation," IEEE Trans. Signal Process., vol.58, no.1, pp. 269-280, Jan. 2010.
    • (2010) IEEE Trans. Signal Process. , vol.58 , Issue.1 , pp. 269-280
    • Baron, D.1    Sarvotham, S.2    Baraniuk, R.G.3
  • 13
    • 73149095169 scopus 로고    scopus 로고
    • Message-passing algorithms for compressed sensing
    • D. L. Donoho, A. Maliki, and A. Montanari, "Message-passing algorithms for compressed sensing," Proc. Nat. Acad. Sci., vol.106, no.45, pp. 18 914-18 919, 2009.
    • (2009) Proc. Nat. Acad. Sci. , vol.106 , Issue.45 , pp. 18914-18919
    • Donoho, D.L.1    Maliki, A.2    Montanari, A.3
  • 14
    • 33947416035 scopus 로고    scopus 로고
    • Near-optimal signal recovery from random projections: Universal encoding strategies?
    • DOI 10.1109/TIT.2006.885507
    • E. J. Candes and T. Tao, "Near-optimal signal recovery from random projections: Universal encoding strategies?" IEEE Trans. Inf. Theory, vol. 52, no. 12, pp. 5406-5425, Dec. 2006. (Pubitemid 46445381)
    • (2006) IEEE Transactions on Information Theory , vol.52 , Issue.12 , pp. 5406-5425
    • Candes, E.J.1    Tao, T.2
  • 17
    • 0035504028 scopus 로고    scopus 로고
    • Uncertainty principles and ideal atomic decomposition
    • DOI 10.1109/18.959265, PII S0018944801089465
    • D. L. Donoho and X. Huo, "Uncertainty principles and ideal atomic decomposition," IEEE Trans. Inf. Theory, vol.47, no.7, pp. 2845-2862, Nov. 2001. (Pubitemid 33053488)
    • (2001) IEEE Transactions on Information Theory , vol.47 , Issue.7 , pp. 2845-2862
    • Donoho, D.L.1    Huo, X.2
  • 20
    • 0027814133 scopus 로고
    • Orthogonal matching pursuit: Recursive function approximation with applications to wavelet decomposition
    • Nov.
    • Y. C. Pati, R. Rezaiifar, and P. S. Krishnaprasad, "Orthogonal matching pursuit: Recursive function approximation with applications to wavelet decomposition," in Proc. 27th Annu. Asilomar Conf. Signals Syst. Comput., Nov. 1993, vol.1, pp. 40-44.
    • (1993) Proc. 27th Annu. Asilomar Conf. Signals Syst. Comput. , vol.1 , pp. 40-44
    • Pati, Y.C.1    Rezaiifar, R.2    Krishnaprasad, P.S.3
  • 23
    • 84950941772 scopus 로고
    • Projection pursuit regressions
    • Dec.
    • J. H. Friedman and W. Stuetzle, "Projection pursuit regressions," J. Amer Stat. Assoc., vol.76, no.376, pp. 817-823, Dec. 1981.
    • (1981) J. Amer Stat. Assoc. , vol.76 , Issue.376 , pp. 817-823
    • Friedman, J.H.1    Stuetzle, W.2
  • 25
    • 85008170732 scopus 로고    scopus 로고
    • 1-penalization for flexible function libraries
    • submitted for publication
    • 1-penalization for flexible function libraries," Ann. Stat., 2008, submitted for publication.
    • (2008) Ann. Stat.
    • Huang, C.1    Cheang, G.2    Barron, A.R.3
  • 26
    • 50649107089 scopus 로고    scopus 로고
    • Approximation and learning by greedy algorithms
    • A. R. Barron, A. Cohen, R. A. DeVore, and W. Dahmen, "Approximation and learning by greedy algorithms," Ann. Stat., vol.36, no.1, pp. 64-94, 2008.
    • (2008) Ann. Stat. , vol.36 , Issue.1 , pp. 64-94
    • Barron, A.R.1    Cohen, A.2    Devore, R.A.3    Dahmen, W.4
  • 27
    • 5444237123 scopus 로고    scopus 로고
    • Greed is good: Algorithmic results for sparse approximation
    • Oct.
    • J. A. Tropp, "Greed is good: Algorithmic results for sparse approximation," IEEE Trans. Inf. Theory, vol.50, no.10, pp. 2231-2242, Oct. 2004.
    • (2004) IEEE Trans. Inf. Theory , vol.50 , Issue.10 , pp. 2231-2242
    • Tropp, J.A.1
  • 28
    • 30844445842 scopus 로고    scopus 로고
    • Algorithms for simultaneous sparse approximation. Part I: Greedy pursuit
    • DOI 10.1016/j.sigpro.2005.05.030, PII S0165168405002227, Sparse Approximations in Signal and Image Processing
    • J. A. Tropp, A. C. Gilbert, and M. J. Strauss, "Algorithms for simultaneous sparse approximation. Part I: Greedy pursuit," J. Signal Process., vol.86, Special Issue on Sparse Approximations in Signal and Image Processing, pp. 572-588, Apr. 2006. (Pubitemid 43106572)
    • (2006) Signal Processing , vol.86 , Issue.3 , pp. 572-588
    • Tropp, J.A.1    Gilbert, A.C.2    Strauss, M.J.3
  • 29
    • 33144483155 scopus 로고    scopus 로고
    • Stable recovery of sparse overcomplete representations in the presence of noise
    • DOI 10.1109/TIT.2005.860430
    • D. L. Donoho, M. Elad, and V. N. Temlyakov, "Stable recovery of sparse overcomplete representations in the presence of noise," IEEE Trans. Inf. Theory, vol.52, no.1, pp. 6-18, Jan. 2006. (Pubitemid 43263116)
    • (2006) IEEE Transactions on Information Theory , vol.52 , Issue.1 , pp. 6-18
    • Donoho, D.L.1    Elad, M.2    Temlyakov, V.N.3
  • 30
    • 64149088421 scopus 로고    scopus 로고
    • On the consistency of feature selection using greedy least squares regression
    • T. Zhang, "On the consistency of feature selection using greedy least squares regression," J. Mach. Learning Res., vol.10, pp. 555-568, 2009.
    • (2009) J. Mach. Learning Res. , vol.10 , pp. 555-568
    • Zhang, T.1
  • 31
    • 64649083745 scopus 로고    scopus 로고
    • Signal recovery from random measurements via orthogonal matching pursuit
    • Dec.
    • J. A. Tropp and A. C. Gilbert, "Signal recovery from random measurements via orthogonal matching pursuit," IEEE Trans. Inf. Theory, vol.53, no.12, pp. 4655-4666, Dec. 2007.
    • (2007) IEEE Trans. Inf. Theory , vol.53 , Issue.12 , pp. 4655-4666
    • Tropp, J.A.1    Gilbert, A.C.2
  • 32
    • 84856683945 scopus 로고    scopus 로고
    • Orthogonal matching pursuit from noisy random measurements: A new analysis
    • Cambridge, MA: MIT Press
    • A. Fletcher and S. Rangan, "Orthogonal matching pursuit from noisy random measurements: A new analysis," in Advances in Neural Information Processing Systems. Cambridge, MA: MIT Press, 2009, p. 23.
    • (2009) Advances in Neural Information Processing Systems , pp. 23
    • Fletcher, A.1    Rangan, S.2
  • 34
    • 64749092799 scopus 로고    scopus 로고
    • Uniform uncertainty principle and signal recovery via regularized orthogonal matching pursuit
    • D. Needell and R. Vershynin, "Uniform uncertainty principle and signal recovery via regularized orthogonal matching pursuit," Found. Comput. Math., vol.9, no.3, pp. 317-334, 2009.
    • (2009) Found. Comput. Math. , vol.9 , Issue.3 , pp. 317-334
    • Needell, D.1    Vershynin, R.2
  • 35
    • 77949732443 scopus 로고    scopus 로고
    • Signal recovery from incomplete and inaccurate measurements via regularized orthogonal matching pursuit
    • Apr.
    • D. Needell and R. Vershynin, "Signal recovery from incomplete and inaccurate measurements via regularized orthogonal matching pursuit," IEEE J. Sel. Topics Signal Process., vol.4, no.2, pp. 310-316, Apr. 2009.
    • (2009) IEEE J. Sel. Topics Signal Process. , vol.4 , Issue.2 , pp. 310-316
    • Needell, D.1    Vershynin, R.2
  • 36
    • 62749175137 scopus 로고    scopus 로고
    • 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. Harmonic Anal., vol.26, no.3, pp. 301-321, 2009.
    • (2009) Appl. Comput. Harmonic Anal. , vol.26 , Issue.3 , pp. 301-321
    • Needell, D.1    Tropp, J.A.2
  • 37
    • 65749110333 scopus 로고    scopus 로고
    • Subspace pursuit for compressive sensing: Closing the gap between performance and complexity
    • May
    • W. Dai and O. Milenkovic, "Subspace pursuit for compressive sensing: Closing the gap between performance and complexity," IEEE Trans. Inf. Theory, vol.55, no.5, pp. 2230-2249, May 2009.
    • (2009) IEEE Trans. Inf. Theory , vol.55 , Issue.5 , pp. 2230-2249
    • Dai, W.1    Milenkovic, O.2
  • 38
    • 57349104469 scopus 로고    scopus 로고
    • CoSaMP: Iterative signal recovery from incomplete and inaccurate samples
    • Pasadena, CA, ACM Rep. 2008-01
    • D. Needell and J. A. Tropp, "CoSaMP: Iterative signal recovery from incomplete and inaccurate samples," California Inst. Technol., Pasadena, CA, ACM Rep. 2008-01, 2008.
    • (2008) California Inst. Technol.
    • Needell, D.1    Tropp, J.A.2
  • 40
    • 57349181932 scopus 로고    scopus 로고
    • Compressed sensing and bestk-term approximation
    • A. Cohen, W. Dahmen, and R. DeVore, "Compressed sensing and bestk-term approximation," J. Amer. Math. Soc., vol.22, no.1, pp. 211-231, 2009.
    • (2009) J. Amer. Math. Soc. , vol.22 , Issue.1 , pp. 211-231
    • Cohen, A.1    Dahmen, W.2    Devore, R.3
  • 41
    • 69949164527 scopus 로고    scopus 로고
    • Iterative hard thresholding for compressed sensing
    • T. Blumensath and M. Davies, "Iterative hard thresholding for compressed sensing," Appl. Comput. Harmonic Anal., vol.27, no.3, pp. 265-274, 2009.
    • (2009) Appl. Comput. Harmonic Anal. , vol.27 , Issue.3 , pp. 265-274
    • Blumensath, T.1    Davies, M.2
  • 43
    • 71149117997 scopus 로고    scopus 로고
    • Gradient descent with sparsification: An iterative algorithms for sparse recovery with restricted isometry property
    • Montreal, QC, Canada, Jun.
    • R. Garg and R. Khandekar, "Gradient descent with sparsification: An iterative algorithms for sparse recovery with restricted isometry property," in Proc. 26th Annu. Int. Conf. Mach. Learn., Montreal, QC, Canada, Jun. 2009.
    • (2009) Proc. 26th Annu. Int. Conf. Mach. Learn.
    • Garg, R.1    Khandekar, R.2
  • 45
    • 3142656055 scopus 로고    scopus 로고
    • Redundant multiscale transforms and their application for morphological component analysis
    • J.-L. Starck, M. Elad, and D. L. Donoho, "Redundant multiscale transforms and their application for morphological component analysis," J. Adv. Imaging Electron Phys., vol.132, pp. 287-348, 2004.
    • (2004) J. Adv. Imaging Electron Phys. , vol.132 , pp. 287-348
    • Starck, J.-L.1    Elad, M.2    Donoho, D.L.3
  • 47
    • 0034215549 scopus 로고    scopus 로고
    • A new approach to variable selection in least squares problems
    • M. R. Osborne, B. Presnell, and B. Turlach, "A new approach to variable selection in least squares problems," IMA J. Numer. Anal., vol. 20, pp. 389-403, 2000.
    • (2000) IMA J. Numer. Anal. , vol.20 , pp. 389-403
    • Osborne, M.R.1    Presnell, B.2    Turlach, B.3
  • 49
    • 0001287271 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the LASSO
    • R. Tibshirani, "Regression shrinkage and selection via the LASSO," J. R. Stat. Soc. B, vol.58, pp. 267-288, 1996.
    • (1996) J. R. Stat. Soc. B , vol.58 , pp. 267-288
    • Tibshirani, R.1
  • 50
    • 2942640138 scopus 로고    scopus 로고
    • On sparse representations in arbitrary redundant bases
    • Jun.
    • J.-J. Fuchs, "On sparse representations in arbitrary redundant bases," IEEE Trans. Inf. Theory, vol.50, no.6, pp. 1341-1344, Jun. 2004.
    • (2004) IEEE Trans. Inf. Theory , vol.50 , Issue.6 , pp. 1341-1344
    • Fuchs, J.-J.1
  • 51
    • 33645712308 scopus 로고    scopus 로고
    • Just relax: Convex programming methods for identifying sparse signals in noise
    • Mar.
    • J. A. Tropp, "Just relax: Convex programming methods for identifying sparse signals in noise," IEEE Trans. Inf. Theory, vol.52, no.3, pp. 1030-1051, Mar. 2006.
    • (2006) IEEE Trans. Inf. Theory , vol.52 , Issue.3 , pp. 1030-1051
    • Tropp, J.A.1
  • 52
    • 44249104733 scopus 로고    scopus 로고
    • On the conditioning of random subdictionaries
    • J. A. Tropp, "On the conditioning of random subdictionaries," Appl. Comput. Harmonic Anal., vol.25, pp. 1-24, 2008.
    • (2008) Appl. Comput. Harmonic Anal. , vol.25 , pp. 1-24
    • Tropp, J.A.1
  • 53
    • 69049120308 scopus 로고    scopus 로고
    • 1 minimization
    • 1 minimization," Ann. Stat., vol. 37, no. 5A, pp. 2145-2177, 2009.
    • (2009) Ann. Stat. , vol.37 , Issue.5 A , pp. 2145-2177
    • Cand̀es, E.J.1    Plan, Y.2
  • 54
    • 57049180713 scopus 로고    scopus 로고
    • Norms of random submatrices and sparse approximation
    • J. A. Tropp, "Norms of random submatrices and sparse approximation," C. R. Acad. Sci. Paris Ser. I Math., vol.346, pp. 1271-1274, 2008.
    • (2008) C. R. Acad. Sci. Paris Ser. i Math. , vol.346 , pp. 1271-1274
    • Tropp, J.A.1
  • 55
    • 33745604236 scopus 로고    scopus 로고
    • Stable signal recovery from incomplete and inaccurate measurements
    • DOI 10.1002/cpa.20124
    • E. J. Cand̀es, J. Romberg, and T. Tao, "Stable signal recovery from incomplete and inaccurate measurements," Commun. Pure Appl. Math., vol.59, pp. 1207-1223, 2006. (Pubitemid 43988295)
    • (2006) Communications on Pure and Applied Mathematics , vol.59 , Issue.8 , pp. 1207-1223
    • Candes, E.J.1    Romberg, J.K.2    Tao, T.3
  • 56
    • 0347968052 scopus 로고    scopus 로고
    • Sparse representations in unions of bases
    • Dec.
    • R. Gribonval and M. Nielsen, "Sparse representations in unions of bases," IEEE Trans. Inf. Theory, vol.49, no.12, pp. 3320-3325, Dec. 2003.
    • (2003) IEEE Trans. Inf. Theory , vol.49 , Issue.12 , pp. 3320-3325
    • Gribonval, R.1    Nielsen, M.2
  • 57
    • 52349092455 scopus 로고    scopus 로고
    • On sparse reconstruction from Fourier and Gaussian measurements
    • M. Rudelson and R. Vershynin, "On sparse reconstruction from Fourier and Gaussian measurements," Commun. Pure Appl. Math., vol.61, no.8, pp. 1025-1045, 2008.
    • (2008) Commun. Pure Appl. Math. , vol.61 , Issue.8 , pp. 1025-1045
    • Rudelson, M.1    Vershynin, R.2
  • 59
    • 57349138185 scopus 로고    scopus 로고
    • Counting faces of randomly projected polytopes when the projection radically lower dimensions
    • D. Donoho and J. Tanner, "Counting faces of randomly projected polytopes when the projection radically lower dimensions," J. Amer. Math. Soc., vol.1, pp. 1-53, 2009.
    • (2009) J. Amer. Math. Soc. , vol.1 , pp. 1-53
    • Donoho, D.1    Tanner, J.2
  • 60
    • 70449484735 scopus 로고    scopus 로고
    • On sharp performance bounds for robust sparse signal recovery
    • Seoul, Korea
    • B. Hassibi and W. Xu, "On sharp performance bounds for robust sparse signal recovery," in Proc. IEEE Symp. Inf. Theory, Seoul, Korea, 2009, pp. 493-1397
    • (2009) Proc. IEEE Symp. Inf. Theory , pp. 493-1397
    • Hassibi, B.1    Xu, W.2
  • 61
    • 55349134896 scopus 로고    scopus 로고
    • 1-norm minimization problems when the solution may be sparse
    • Nov.
    • 1-norm minimization problems when the solution may be sparse," IEEE Trans. Inf. Theory, vol.54, no.11, pp. 4789-4812, Nov. 2008.
    • (2008) IEEE Trans. Inf. Theory , vol.54 , Issue.11 , pp. 4789-4812
    • Donoho, D.L.1    Tsaig, Y.2
  • 65
    • 30844438177 scopus 로고    scopus 로고
    • Signal recovery by proximal forward-backward splitting
    • P. L. Combettes and V. R. Wajs, "Signal recovery by proximal forward-backward splitting," Multiscale Model. Simul., vol.4, no.4, pp. 1168-1200, 2005.
    • (2005) Multiscale Model. Simul. , vol.4 , Issue.4 , pp. 1168-1200
    • Combettes, P.L.1    Wajs, V.R.2
  • 66
    • 7044231546 scopus 로고    scopus 로고
    • An iterative thresholding algorithm for linear inverse problems with a sparsity constraint
    • DOI 10.1002/cpa.20042
    • I. Daubechies, M. Defriese, and C. De Mol, "An iterative thresholding algorithm for linear inverse problems with a sparsity constraint," Commun. Pure Appl. Math., vol.LVII, pp. 1413-1457, 2004. (Pubitemid 39427442)
    • (2004) Communications on Pure and Applied Mathematics , vol.57 , Issue.11 , pp. 1413-1457
    • Daubechies, I.1    Defrise, M.2    De Mol, C.3
  • 67
    • 69649095451 scopus 로고    scopus 로고
    • 1-minimization: Methodology and convergence
    • 1-minimization: Methodology and convergence," SIAM J. Optim., vol.19, pp. 1107-1130, 2008.
    • (2008) SIAM J. Optim. , vol.19 , pp. 1107-1130
    • Hale, E.T.1    Yin, W.2    Zhang, Y.3
  • 68
    • 67650178787 scopus 로고    scopus 로고
    • Sparse reconstruction by separable approximation
    • Aug.
    • S. J. Wright, R. D. Nowak, and M. A. T. Figueiredo, "Sparse reconstruction by separable approximation," IEEE Trans. Signal Process., vol.57, no.8, pp. 2479-2493, Aug. 2009.
    • (2009) IEEE Trans. Signal Process. , vol.57 , Issue.8 , pp. 2479-2493
    • Wright, S.J.1    Nowak, R.D.2    Figueiredo, M.A.T.3
  • 69
    • 41449091142 scopus 로고    scopus 로고
    • Linear convergence of iterative soft-thresholding
    • K. Bredies and D. A. Lorenz, "Linear convergence of iterative soft-thresholding," SIAM J. Sci. Comput., vol.30, no.2, pp. 657-683, 2008.
    • (2008) SIAM J. Sci. Comput. , vol.30 , Issue.2 , pp. 657-683
    • Bredies, K.1    Lorenz, D.A.2
  • 70
    • 36749005582 scopus 로고    scopus 로고
    • A new TwIST: Two-step iterative shrinking/thresholding algorithms for image restoration
    • Dec.
    • J. M. Bioucas-Dias and M. A. T. Figueiredo, "A new TwIST: Two-step iterative shrinking/thresholding algorithms for image restoration," IEEE Trans. Image Process., vol.16, no.12, pp. 2992-3004, Dec. 2007.
    • (2007) IEEE Trans. Image Process. , vol.16 , Issue.12 , pp. 2992-3004
    • Bioucas-Dias, J.M.1    Figueiredo, M.A.T.2
  • 71
    • 39449126969 scopus 로고    scopus 로고
    • Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems
    • Dec.
    • M. A. T. Figueiredo, R. D. Nowak, and S. J. Wright, "Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems," IEEE J. Sel. Topics Signal Process., vol.1, no.4, pp. 586-597, Dec. 2007.
    • (2007) IEEE J. Sel. Topics Signal Process. , vol.1 , Issue.4 , pp. 586-597
    • Figueiredo, M.A.T.1    Nowak, R.D.2    Wright, S.J.3
  • 73
    • 70349939000 scopus 로고    scopus 로고
    • LASSO-Patternsearch algorithm with application to opthalmology data
    • Jan.
    • W. Shi, G. Wahba, S. J. Wright, K. Lee, R. Klein, and B. Klein, "LASSO-Patternsearch algorithm with application to opthalmology data," Stat. Interface, vol.1, pp. 137-153, Jan. 2008.
    • (2008) Stat. Interface , vol.1 , pp. 137-153
    • Shi, W.1    Wahba, G.2    Wright, S.J.3    Lee, K.4    Klein, R.5    Klein, B.6
  • 74
    • 65649137930 scopus 로고    scopus 로고
    • Probing the Pareto frontier for basis pursuit solutions
    • E. van den Berg and M. P. Friedlander, "Probing the Pareto frontier for basis pursuit solutions," SIAM J. Sci. Comput., vol.31, no.2, pp. 890-912, 2008.
    • (2008) SIAM J. Sci. Comput. , vol.31 , Issue.2 , pp. 890-912
    • Berg Den E.Van1    Friedlander, M.P.2
  • 79
    • 85014561619 scopus 로고    scopus 로고
    • A fast iterative shrinkage-threshold algorithm for linear inverse problems
    • A. Beck and M. Teboulle, "A fast iterative shrinkage-threshold algorithm for linear inverse problems," SIAM J. Imaging Sci., vol.2, pp. 183-202, 2009.
    • (2009) SIAM J. Imaging Sci. , vol.2 , pp. 183-202
    • Beck, A.1    Teboulle, M.2
  • 80
    • 73849132891 scopus 로고    scopus 로고
    • NESTA: A fast and accurate first-order method for sparse recovery
    • [Online] arXiv:0904.3367
    • S. Becker, J. Bobin, and E. J. Candès, "NESTA: A fast and accurate first-order method for sparse recovery," Apr. 2009. [Online]. Available: arXiv:0904.3367
    • (2009) Apr.
    • Becker, S.1    Bobin, J.2    Candès, E.J.3
  • 81
    • 77952742934 scopus 로고    scopus 로고
    • Active-set approaches to basis pursuit denoising
    • Boston, MA, May
    • M. P. Friedlander and M. A. Saunders, "Active-set approaches to basis pursuit denoising," in Talk SIAM Optim. Meeting, Boston, MA, May 2008.
    • (2008) Talk SIAM Optim. Meeting
    • Friedlander, M.P.1    Saunders, M.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.