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Volumn 58, Issue 8, 2010, Pages 4108-4120

LS-CS-residual (LS-CS): Compressive sensing on least squares residual

Author keywords

Compressive sensing; least squares; recursive reconstruction; sparse reconstructions

Indexed keywords

COMPRESSED SENSING; DYNAMIC MRI; LEAST SQUARE; LEAST SQUARES; LINEAR MEASUREMENTS; NUMERICAL EXPERIMENTS; RECURSIVE RECONSTRUCTION; RESIDUAL ERROR; SIGNAL MODELS; SPARSE RECONSTRUCTION; SPARSE SIGNALS; SPARSITY PATTERNS; TIME INVARIANTS; TIME SEQUENCES; TIME VARYING;

EID: 77954604475     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2010.2048105     Document Type: Article
Times cited : (140)

References (27)
  • 1
    • 69949126538 scopus 로고    scopus 로고
    • Kalman filtered compressed sensing
    • Oct.
    • N. Vaswani, "Kalman filtered compressed sensing," in Proc. ICIP, Oct. 2008, pp. 893-896.
    • (2008) Proc. ICIP , pp. 893-896
    • Vaswani, N.1
  • 3
    • 29144439194 scopus 로고    scopus 로고
    • Decoding by linear programming
    • Dec.
    • E. Candes and T. Tao, "Decoding by linear programming," IEEE Trans. Inf. Theory, vol.51, no.12, pp. 4203-4215, Dec. 2005.
    • (2005) IEEE Trans. Inf. Theory , vol.51 , Issue.12 , pp. 4203-4215
    • Candes, E.1    Tao, T.2
  • 5
    • 36849088522 scopus 로고    scopus 로고
    • Sparse MRI: The application of compressed sensing for rapid MR imaging
    • Dec.
    • M. Lustig, D. Donoho, and J. M. Pauly, "Sparse MRI: The application of compressed sensing for rapid MR imaging," Magn. Reson. Med., vol.58, no.6, pp. 1182-1195, Dec. 2007.
    • (2007) Magn. Reson. Med. , vol.58 , Issue.6 , pp. 1182-1195
    • Lustig, M.1    Donoho, D.2    Pauly, J.M.3
  • 6
    • 34548275795 scopus 로고    scopus 로고
    • The dantzig selector: Statistical estimation whenp is much larger than n
    • E. Candes and T. Tao, "The dantzig selector: Statistical estimation whenp is much larger than n," Ann. Stat., vol.35, no.6, pp. 2313-2351, 2007.
    • (2007) Ann. Stat. , vol.35 , Issue.6 , pp. 2313-2351
    • Candes, E.1    Tao, T.2
  • 9
    • 77954606884 scopus 로고    scopus 로고
    • Compressive sensing on the least squares and Kalman filtering residual for real-time dynamic MRI and video reconstruction
    • submitted for publication
    • C. Qiu and N. Vaswani, "Compressive sensing on the least squares and Kalman filtering residual for real-time dynamic MRI and video reconstruction," IEEE Trans. Image Process., 2009, submitted for publication.
    • (2009) IEEE Trans. Image Process.
    • Qiu, C.1    Vaswani, N.2
  • 10
    • 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
  • 11
  • 12
    • 33645712308 scopus 로고    scopus 로고
    • Just relax: Convex programming methods for identifying sparse signals
    • Mar.
    • J. A. Tropp, "Just relax: Convex programming methods for identifying sparse signals," 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
  • 13
    • 33745604236 scopus 로고    scopus 로고
    • Stable signal recovery from incomplete and inaccurate measurements
    • Aug.
    • E. Candes, J. Romberg, and T. Tao, "Stable signal recovery from incomplete and inaccurate measurements," Commun. Pure Appl. Math., vol.59, no.8, pp. 1207-1223, Aug. 2006.
    • (2006) Commun. Pure Appl. Math. , vol.59 , Issue.8 , pp. 1207-1223
    • Candes, E.1    Romberg, J.2    Tao, T.3
  • 14
    • 42649140570 scopus 로고    scopus 로고
    • The restricted isometry property and its implications for compressed sensing
    • E. Candes, "The restricted isometry property and its implications for compressed sensing," Compte Rendus de l'Academie des Sciences, Paris, Serie I, pp. 589-592, 2008.
    • (2008) Compte Rendus de l'Academie des Sciences, Paris, Serie i , pp. 589-592
    • Candes, E.1
  • 15
    • 38949134498 scopus 로고    scopus 로고
    • Compressed sensing in dynamic MRI
    • Jan.
    • U. Gamper, P. Boesiger, and S. Kozerke, "Compressed sensing in dynamic MRI," Magn. Reson. Med., vol.59, no.2, pp. 365-373, Jan. 2008.
    • (2008) Magn. Reson. Med. , vol.59 , Issue.2 , pp. 365-373
    • Gamper, U.1    Boesiger, P.2    Kozerke, S.3
  • 17
    • 48149091442 scopus 로고    scopus 로고
    • Locally competitive algorithms for sparse approximation
    • Oct.
    • C. Rozell, D. Johnson, R. Baraniuk, and B. Olshausen, "Locally competitive algorithms for sparse approximation," in Proc. ICIP, Oct. 2007, pp. 169-172.
    • (2007) Proc. ICIP , pp. 169-172
    • Rozell, C.1    Johnson, D.2    Baraniuk, R.3    Olshausen, B.4
  • 18
    • 70349673594 scopus 로고    scopus 로고
    • Dynamic updating for sparse time varying signals
    • Mar.
    • M. S. Asif and J. Romberg, "Dynamic updating for sparse time varying signals," in Proc. CISS, Mar. 2009, pp. 3-8.
    • (2009) Proc. CISS , pp. 3-8
    • Asif, M.S.1    Romberg, J.2
  • 20
    • 60349105482 scopus 로고    scopus 로고
    • κ-t FOCUSS: A general compressed sensing framework for high resolution dynamic MRI
    • Jan.
    • H. Jung, K. H. Sung, K. S. Nayak, E. Y. Kim, and J. C. Ye, "κ-t FOCUSS: A general compressed sensing framework for high resolution dynamic MRI," Magn. Reson. Med., vol.61, no.1, pp. 103-116, Jan. 2009.
    • (2009) Magn. Reson. Med. , vol.61 , Issue.1 , pp. 103-116
    • Jung, H.1    Sung, K.H.2    Nayak, K.S.3    Kim, E.Y.4    Ye, J.C.5
  • 21
    • 48149087986 scopus 로고    scopus 로고
    • Compressed sensing image reconstruction via recursive spatially adaptive filtering
    • Oct.
    • K. Egiazarian, A. Foi, and V. Katkovnik, "Compressed sensing image reconstruction via recursive spatially adaptive filtering," in Proc. ICIP, Oct. 2007, pp. 549-552.
    • (2007) Proc. ICIP , pp. 549-552
    • Egiazarian, K.1    Foi, A.2    Katkovnik, V.3
  • 25
    • 52949109210 scopus 로고    scopus 로고
    • Fast Bayesian matching pursuit: Model uncertainty and parameter estimation for sparse linear models
    • Feb.
    • P. Schniter, L. Potter, and J. Ziniel, "Fast Bayesian matching pursuit: Model uncertainty and parameter estimation for sparse linear models," Proc. Information Theory Applications (ITA), pp. 326-333, Feb. 2008.
    • (2008) Proc. Information Theory Applications (ITA) , pp. 326-333
    • Schniter, P.1    Potter, L.2    Ziniel, J.3
  • 26
    • 70449507802 scopus 로고    scopus 로고
    • Modified-CS: Modifying compressive sensing for problems with partially known support
    • Jul.
    • N.Vaswani and W. Lu, "Modified-CS: Modifying compressive sensing for problems with partially known support," in Proc. IEEE Int. Symp. Info. Theory (ISIT), Jul. 2009, pp. 488-492.
    • (2009) Proc. IEEE Int. Symp. Info. Theory (ISIT) , pp. 488-492
    • Vaswani, N.1    Lu, W.2
  • 27
    • 77954588549 scopus 로고    scopus 로고
    • Modified-CS: Modifying compressive sensing for problems with partially known support
    • to be published
    • N. Vaswani and W. Lu, "Modified-CS: Modifying compressive sensing for problems with partially known support," IEEE Trans. Signal Process., 2010, to be published.
    • (2010) IEEE Trans. Signal Process.
    • Vaswani, N.1    Lu, W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.