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Volumn , Issue , 2011, Pages 1052-1055

Low-rank approximations for dynamic imaging

Author keywords

Dynamic Imaging; Low Rank Matrix Recovery; Partial Separability

Indexed keywords

DATA SETS; DYNAMIC IMAGING; EMPIRICAL RESULTS; IMAGE MODELING; LOW RANK APPROXIMATIONS; LOW-RANK MATRICES; PARTIAL SEPARABILITY; SPATIOTEMPORAL IMAGES;

EID: 80055026821     PISSN: 19457928     EISSN: 19458452     Source Type: Conference Proceeding    
DOI: 10.1109/ISBI.2011.5872582     Document Type: Conference Paper
Times cited : (59)

References (26)
  • 1
    • 77955105370 scopus 로고    scopus 로고
    • Patient-adaptive reconstruction and acquisition in dynamic imaging with sensitivity encoding (PARADISE)
    • B. Sharif, J. A. Derbyshire, A. Z. Faranesh, and Y. Bresler, "Patient-adaptive reconstruction and acquisition in dynamic imaging with sensitivity encoding (PARADISE)," Magn. Reson. Med., vol. 64, pp. 501-513, 2010.
    • (2010) Magn. Reson. Med. , vol.64 , pp. 501-513
    • Sharif, B.1    Derbyshire, J.A.2    Faranesh, A.Z.3    Bresler, Y.4
  • 2
    • 0242385483 scopus 로고    scopus 로고
    • K-t BLAST and k-t SENSE: Dynamic MRI with high frame rate exploiting spatiotemporal correlations
    • J. Tsao, P. Boesiger, and K. P. Pruessmann, "k-t BLAST and k-t SENSE: Dynamic MRI with high frame rate exploiting spatiotemporal correlations," Magn. Reson. Med., vol. 50, pp. 1031-1042, 2003.
    • (2003) Magn. Reson. Med. , vol.50 , pp. 1031-1042
    • Tsao, J.1    Boesiger, P.2    Pruessmann, K.P.3
  • 3
    • 63449102799 scopus 로고    scopus 로고
    • Undersampled radial MR acquisition and highly constrained back projection (HYPR) reconstruction: Potential medical imaging applications in the post-nyquist era
    • C. A. Mistretta, "Undersampled radial MR acquisition and highly constrained back projection (HYPR) reconstruction: Potential medical imaging applications in the post-Nyquist era," J. Magn. Reson. Imag., vol. 29, pp. 501-516, 2009.
    • (2009) J. Magn. Reson. Imag. , vol.29 , pp. 501-516
    • Mistretta, C.A.1
  • 5
  • 6
    • 60349105482 scopus 로고    scopus 로고
    • K-t FOCUSS: A general compressed sensing framework for high resolution dynamic MRI
    • H. Jung, K. Sung, K. S. Nayak, E. Y. Kim, and J. C. Ye, "k-t FOCUSS: A general compressed sensing framework for high resolution dynamic MRI," Magn. Reson. Med., vol. 61, pp. 103-116, 2009.
    • (2009) Magn. Reson. Med. , vol.61 , pp. 103-116
    • Jung, H.1    Sung, K.2    Nayak, K.S.3    Kim, E.Y.4    Ye, J.C.5
  • 7
    • 36348994822 scopus 로고    scopus 로고
    • Spatiotemporal imaging with partially separable functions
    • Z.-P. Liang, "Spatiotemporal imaging with partially separable functions," in Proc. IEEE ISBI, 2007, pp. 988-991.
    • (2007) Proc. IEEE ISBI , pp. 988-991
    • Liang, Z.-P.1
  • 8
    • 77955183483 scopus 로고    scopus 로고
    • Spatiotemporal imaging with partially separable functions: A matrix recovery approach
    • J. P. Haldar and Z.-P. Liang, "Spatiotemporal imaging with partially separable functions: A matrix recovery approach," in Proc. IEEE ISBI, 2010, pp. 716-719.
    • (2010) Proc. IEEE ISBI , pp. 716-719
    • Haldar, J.P.1    Liang, Z.-P.2
  • 9
    • 80055063310 scopus 로고    scopus 로고
    • Dynamic imaging by temporal modeling with principle component analysis
    • A. Sen Gupta and Z.-P. Liang, "Dynamic imaging by temporal modeling with principle component analysis," in Proc. Int. Soc. Magn. Reson. Med., 2001, p. 10.
    • (2001) Proc. Int. Soc. Magn. Reson. Med. , pp. 10
    • Sen Gupta, A.1    Liang, Z.-P.2
  • 10
    • 0035781412 scopus 로고    scopus 로고
    • High resolution cardiac magnetic resonance imaging: A model-based approach
    • J. Ji and Z.-P. Liang, "High resolution cardiac magnetic resonance imaging: A model-based approach," in Proc. IEEE EMBC, 2001, pp. 2268-2271.
    • (2001) Proc. IEEE EMBC , pp. 2268-2271
    • Ji, J.1    Liang, Z.-P.2
  • 11
    • 33750932767 scopus 로고    scopus 로고
    • Dynamic MRI using spatiotemporal modeling with phased array coils
    • D. Xu, L. Ying, and Z.-P. Liang, "Dynamic MRI using spatiotemporal modeling with phased array coils," in Proc. IEEE ISBI, 2006, pp. 722-725.
    • (2006) Proc. IEEE ISBI , pp. 722-725
    • Xu, D.1    Ying, L.2    Liang, Z.-P.3
  • 12
    • 77957313405 scopus 로고    scopus 로고
    • Improving temporal resolution of pulmonary perfusion imaging in rats using the partially separable functions model
    • C. Brinegar, S. S. Schmitter, N. N. Mistry, G. A. Johnson, and Z.-P. Liang, "Improving temporal resolution of pulmonary perfusion imaging in rats using the partially separable functions model," Magn. Reson. Med., vol. 64, pp. 1162-1170, 2010.
    • (2010) Magn. Reson. Med. , vol.64 , pp. 1162-1170
    • Brinegar, C.1    Schmitter, S.S.2    Mistry, N.N.3    Johnson, G.A.4    Liang, Z.-P.5
  • 13
    • 78650844925 scopus 로고    scopus 로고
    • First-pass perfusion cardiac MRI using the partially separable functions model with generalized support
    • C. Brinegar, H. Zhang, Y.-J. L. Wu, L. M. Foley, T. K. Hitchens, Q. Ye, C. Ho, and Z.-P. Liang, "First-pass perfusion cardiac MRI using the partially separable functions model with generalized support," in Proc. IEEE EMBC, 2010, pp. 2833-2836.
    • (2010) Proc. IEEE EMBC , pp. 2833-2836
    • Brinegar, C.1    Zhang, H.2    Wu, Y.-J.L.3    Foley, L.M.4    Hitchens, T.K.5    Ye, Q.6    Ho, C.7    Liang, Z.-P.8
  • 14
    • 78650803541 scopus 로고    scopus 로고
    • PSF model-based reconstruction with sparsity constraint: Algorithm and application to real-time cardiac MRI
    • B. Zhao, J. P. Haldar, and Z.-P. Liang, "PSF model-based reconstruction with sparsity constraint: Algorithm and application to real-time cardiac MRI," in Proc. IEEE EMBC, 2010, pp. pp. 3390-3393.
    • (2010) Proc. IEEE EMBC , pp. 3390-3393
    • Zhao, B.1    Haldar, J.P.2    Liang, Z.-P.3
  • 16
    • 77955195648 scopus 로고    scopus 로고
    • Real-time cardiac MRI using low-rank and sparsity penalties
    • S. Goud, Y. Hu, and M. Jacob, "Real-time cardiac MRI using low-rank and sparsity penalties," in Proc. IEEE ISBI, 2010, pp. 988-991.
    • (2010) Proc. IEEE ISBI , pp. 988-991
    • Goud, S.1    Hu, Y.2    Jacob, M.3
  • 17
    • 69449097366 scopus 로고    scopus 로고
    • K-t PCA: Temporally constrained k-t BLAST reconstruction using principle component analysis
    • H. Pedersen, S. Kozerke, S. Ringgaard, K. Nehrke, and W. Y. Kim, "k-t PCA: Temporally constrained k-t BLAST reconstruction using principle component analysis," Magn. Reson. Med., vol. 62, pp. 706-716, 2009.
    • (2009) Magn. Reson. Med. , vol.62 , pp. 706-716
    • Pedersen, H.1    Kozerke, S.2    Ringgaard, S.3    Nehrke, K.4    Kim, W.Y.5
  • 19
    • 34247228045 scopus 로고    scopus 로고
    • Fast computation of low rank matrix approximations
    • D. Achlioptas and F. McSherry, "Fast computation of low rank matrix approximations," J. ACM, vol. 54, pp. 9, 2007.
    • (2007) J. ACM , vol.54 , pp. 9
    • Achlioptas, D.1    McSherry, F.2
  • 20
    • 33750417760 scopus 로고    scopus 로고
    • Spatially adaptive temporal smoothing for reconstruction of dynamic image sequences
    • J. G. Brankov, M. N. Wernick, M. A. King, Y. Yang, and M. V. Narayanan, "Spatially adaptive temporal smoothing for reconstruction of dynamic image sequences," IEEE Trans. Nuc. Sci., vol. 53, pp. 2769-2777, 2006.
    • (2006) IEEE Trans. Nuc. Sci. , vol.53 , pp. 2769-2777
    • Brankov, J.G.1    Wernick, M.N.2    King, M.A.3    Yang, Y.4    Narayanan, M.V.5
  • 21
    • 33747009842 scopus 로고    scopus 로고
    • Noise reduction in multiple-echo data sets using singular value decomposition
    • M. Bydder and J. Du, "Noise reduction in multiple-echo data sets using singular value decomposition," Magn. Reson. Imag., vol. 24, pp. 849-856, 2006.
    • (2006) Magn. Reson. Imag. , vol.24 , pp. 849-856
    • Bydder, M.1    Du, J.2
  • 22
    • 10044269618 scopus 로고    scopus 로고
    • Nonnegative matrix factorization for rapid recovery of constituent spectra in magnetic resonance chemical shift imaging of the brain
    • P. Sajda, S. Du, T. R. Brown, R. Stoyanova, D. C. Shungu, X. Mao, and L. C. Parra, "Nonnegative matrix factorization for rapid recovery of constituent spectra in magnetic resonance chemical shift imaging of the brain," IEEE Trans. Med. Imag., vol. 23, pp. 1453-1465, 2004.
    • (2004) IEEE Trans. Med. Imag. , vol.23 , pp. 1453-1465
    • Sajda, P.1    Du, S.2    Brown, T.R.3    Stoyanova, R.4    Shungu, D.C.5    Mao, X.6    Parra, L.C.7
  • 23
    • 78549288866 scopus 로고    scopus 로고
    • Guaranteed minimum-rank solutions of linear matrix equations via nuclear norm minimization
    • B. Recht, M. Fazel, and P. A. Parrilo, "Guaranteed minimum-rank solutions of linear matrix equations via nuclear norm minimization," SIAM Rev., vol. 52, pp. 471-501, 2010.
    • (2010) SIAM Rev. , vol.52 , pp. 471-501
    • Recht, B.1    Fazel, M.2    Parrilo, P.A.3
  • 24
    • 77952741387 scopus 로고    scopus 로고
    • Matrix completion with noise
    • E. J. Candès and Y. Plan, "Matrix completion with noise," Proc. IEEE, vol. 98, pp. 925-936, 2010.
    • (2010) Proc. IEEE , vol.98 , pp. 925-936
    • Candès, E.J.1    Plan, Y.2
  • 25
    • 77956909553 scopus 로고    scopus 로고
    • Matrix completion from noisy entries
    • R. H. Keshavan, A. Montanari, and S. Oh, "Matrix completion from noisy entries," J. Mach. Learn. Res., vol. 11, pp. 2057-2078, 2010.
    • (2010) J. Mach. Learn. Res. , vol.11 , pp. 2057-2078
    • Keshavan, R.H.1    Montanari, A.2    Oh, S.3
  • 26
    • 67349112355 scopus 로고    scopus 로고
    • Rank-constrained solutions to linear matrix equations using PowerFactorization
    • J. P. Haldar and D. Hernando, "Rank-constrained solutions to linear matrix equations using PowerFactorization," IEEE Signal Process. Lett., vol. 16, pp. 584-587, 2009.
    • (2009) IEEE Signal Process. Lett. , vol.16 , pp. 584-587
    • Haldar, J.P.1    Hernando, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.