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Volumn 16, Issue 12, 2007, Pages 3005-3019

Blind deconvolution of medical ultrasound images: A parametric inverse filtering approach

Author keywords

Bayesian estimation; Bayesian methods; Blind deconvolution; Deconvolution; Inverse filtering; Optical transfer function; PSI subspaces; Ultrasonic imaging; Ultrasound imaging

Indexed keywords

DECONVOLUTION; MATHEMATICAL MODELS; OPTICAL TRANSFER FUNCTION; OPTIMIZATION; ULTRASONIC IMAGING;

EID: 36749040275     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2007.910179     Document Type: Article
Times cited : (123)

References (52)
  • 1
    • 0019227090 scopus 로고
    • Digital processing of ultrasonic data by deconvolution
    • Sep
    • E. E. Hundt and E. A. Trautenberg, "Digital processing of ultrasonic data by deconvolution," IEEE Trans. Son. Ultrason., vol. SU-27, no. 5, pp. 249-252, Sep. 1980.
    • (1980) IEEE Trans. Son. Ultrason , vol.SU-27 , Issue.5 , pp. 249-252
    • Hundt, E.E.1    Trautenberg, E.A.2
  • 2
    • 0019999843 scopus 로고
    • Resolution enhancement of ultrasonic B-scan images by deconvolution
    • Mar
    • W. Vollmann, "Resolution enhancement of ultrasonic B-scan images by deconvolution," IEEE Trans. Son. Ultrason., vol. SU-29, no. 2, pp. 78-83, Mar. 1982.
    • (1982) IEEE Trans. Son. Ultrason , vol.SU-29 , Issue.2 , pp. 78-83
    • Vollmann, W.1
  • 4
    • 0027301134 scopus 로고
    • Deconvolution of in vivo ultrasound B-mode images
    • Apr
    • J. A. Jensen, J. Mathorne, T. Gravesen, and B. Stage, "Deconvolution of in vivo ultrasound B-mode images," Ultrason. Imag., vol. 15, no. 2, pp. 122-133, Apr. 1993.
    • (1993) Ultrason. Imag , vol.15 , Issue.2 , pp. 122-133
    • Jensen, J.A.1    Mathorne, J.2    Gravesen, T.3    Stage, B.4
  • 6
    • 0029342761 scopus 로고
    • Restoration of medical ultrasound images using two-dimensional homomorphic deconvolution
    • Jul
    • T. Taxt, "Restoration of medical ultrasound images using two-dimensional homomorphic deconvolution," IEEE Trans. Ultrason., Ferroelect., Freq. Control, vol. 42, no. 4, pp. 543-554, Jul. 1995.
    • (1995) IEEE Trans. Ultrason., Ferroelect., Freq. Control , vol.42 , Issue.4 , pp. 543-554
    • Taxt, T.1
  • 7
    • 11844304157 scopus 로고    scopus 로고
    • A novel approach to the 2-D blind deconvolution problem in medical ultrasound
    • Jan
    • O. Michailovich and D. Adam, "A novel approach to the 2-D blind deconvolution problem in medical ultrasound," IEEE Trans. Med. Imag. vol. 24, no. 1, pp. 86-104, Jan. 2005.
    • (2005) IEEE Trans. Med. Imag , vol.24 , Issue.1 , pp. 86-104
    • Michailovich, O.1    Adam, D.2
  • 9
    • 0020955636 scopus 로고
    • A beam corrected estimation of the frequency dependent attenuation of biological tissues from backscattered ultrasound
    • Apr
    • M. Cloostermans and J. Thijssen, "A beam corrected estimation of the frequency dependent attenuation of biological tissues from backscattered ultrasound," Ultrason. Imag., vol. 5, no. 2, pp. 136-147, Apr. 1983.
    • (1983) Ultrason. Imag , vol.5 , Issue.2 , pp. 136-147
    • Cloostermans, M.1    Thijssen, J.2
  • 10
    • 0021456372 scopus 로고
    • The attenuation of ultrasound in biological fluids
    • Jul
    • P. Narayana, J. Ophir, and N. Maklad, "The attenuation of ultrasound in biological fluids," J. Acoust. Soc. Amer., vol. 76, no. 1, pp. 1-4, Jul. 1984.
    • (1984) J. Acoust. Soc. Amer , vol.76 , Issue.1 , pp. 1-4
    • Narayana, P.1    Ophir, J.2    Maklad, N.3
  • 11
    • 0033896977 scopus 로고    scopus 로고
    • The effects of frequency-dependent attenuation and dispersion on sound speed measurements: Application in human trabecular bone
    • Jan
    • K. A. Wear, "The effects of frequency-dependent attenuation and dispersion on sound speed measurements: Application in human trabecular bone," IEEE Trans. Ultrason., Ferroelect., Freq. Control, vol. 47, no. 1, pp. 265-273, Jan. 2000.
    • (2000) IEEE Trans. Ultrason., Ferroelect., Freq. Control , vol.47 , Issue.1 , pp. 265-273
    • Wear, K.A.1
  • 12
    • 0004209078 scopus 로고
    • Englewood Cliffs, NJ: Prentice-Hall
    • S. Haykin, Blind Deconvolution. Englewood Cliffs, NJ: Prentice-Hall, 1994.
    • (1994) Blind Deconvolution
    • Haykin, S.1
  • 13
    • 0001169043 scopus 로고    scopus 로고
    • Restoring images degraded by spatially variant blur
    • Jul
    • J. Nagy and D. O'Leary, "Restoring images degraded by spatially variant blur," SIAM J. Sci. Comput., vol. 19, no. 4, pp. 1063-1082, Jul. 1998.
    • (1998) SIAM J. Sci. Comput , vol.19 , Issue.4 , pp. 1063-1082
    • Nagy, J.1    O'Leary, D.2
  • 15
    • 0031146548 scopus 로고    scopus 로고
    • Comparison of cepstrum-based methods for radial blind deconvolution of ultrasound images
    • May
    • T. Taxt, "Comparison of cepstrum-based methods for radial blind deconvolution of ultrasound images," IEEE Trans. Ultrason., Ferroelect., Freq. Control, vol. 44, no. 3, pp. 666-674, May 1997.
    • (1997) IEEE Trans. Ultrason., Ferroelect., Freq. Control , vol.44 , Issue.3 , pp. 666-674
    • Taxt, T.1
  • 16
    • 0028519038 scopus 로고
    • Nonparametric estimation of ultrasound pulses
    • Nov
    • J. A. Jensen and S. Leeman, "Nonparametric estimation of ultrasound pulses," IEEE Trans. Biomed. Eng., vol. 41, no. 10, pp. 929-936, Nov. 1994.
    • (1994) IEEE Trans. Biomed. Eng , vol.41 , Issue.10 , pp. 929-936
    • Jensen, J.A.1    Leeman, S.2
  • 17
    • 0038321609 scopus 로고    scopus 로고
    • Robust estimation of ultrasound pulses using outlier-resistant de-noising
    • Mar
    • O. Michailovich and D. Adam, "Robust estimation of ultrasound pulses using outlier-resistant de-noising," IEEE Trans. Med. Imag., vol. 22, no. 3, pp. 368-392, Mar. 2003.
    • (2003) IEEE Trans. Med. Imag , vol.22 , Issue.3 , pp. 368-392
    • Michailovich, O.1    Adam, D.2
  • 18
    • 0033097751 scopus 로고    scopus 로고
    • Two-dimensional phase unwrapping using a block least-squares method
    • Mar
    • J. Strand, T. Taxt, and A. K. Jain, "Two-dimensional phase unwrapping using a block least-squares method," IEEE Trans. Image Process., vol. 8, no. 3, pp. 375-386, Mar. 1999.
    • (1999) IEEE Trans. Image Process , vol.8 , Issue.3 , pp. 375-386
    • Strand, J.1    Taxt, T.2    Jain, A.K.3
  • 20
    • 0017480265 scopus 로고
    • A new phase unwrapping algorithm
    • Apr
    • J. M. Tribolet, "A new phase unwrapping algorithm," IEEE Trans. Acoust., Speech, Signal Process., vol. ASSP-25, no. 2, pp. 170-177, Apr. 1977.
    • (1977) IEEE Trans. Acoust., Speech, Signal Process , vol.ASSP-25 , Issue.2 , pp. 170-177
    • Tribolet, J.M.1
  • 21
    • 0346076616 scopus 로고    scopus 로고
    • Phase unwrapping for 2-D blind deconvolution of ultrasound images
    • Jan
    • O. Michailovich and D. Adam, "Phase unwrapping for 2-D blind deconvolution of ultrasound images," IEEE Trans. Med. Imag., vol. 23, no. 1, pp. 7-25, Jan. 2004.
    • (2004) IEEE Trans. Med. Imag , vol.23 , Issue.1 , pp. 7-25
    • Michailovich, O.1    Adam, D.2
  • 22
    • 35248826389 scopus 로고    scopus 로고
    • A fast approximation of smooth functions from samples of partial derivatives with application to phase unwrapping
    • to be published
    • O. Michailovich and A. Tannenbaum, "A fast approximation of smooth functions from samples of partial derivatives with application to phase unwrapping," Signal Process., to be published.
    • Signal Process
    • Michailovich, O.1    Tannenbaum, A.2
  • 23
    • 0030151578 scopus 로고    scopus 로고
    • Blind image deconvolution
    • May
    • D. Kundur and D. Hatzinakos, "Blind image deconvolution," IEEE Signal Process. Mag., vol. 13, no. 3, pp. 43-64, May 1996.
    • (1996) IEEE Signal Process. Mag , vol.13 , Issue.3 , pp. 43-64
    • Kundur, D.1    Hatzinakos, D.2
  • 24
    • 0030150837 scopus 로고    scopus 로고
    • Blind deconvolution via cumulant extrema
    • May
    • J. A. Cadzow, "Blind deconvolution via cumulant extrema," IEEE Signal Process. Mag., vol. 13, no. 3, pp. 24-42, May 1996.
    • (1996) IEEE Signal Process. Mag , vol.13 , Issue.3 , pp. 24-42
    • Cadzow, J.A.1
  • 25
    • 0001454271 scopus 로고
    • Fourier analysis of the approximation power of principal shift-invariant spaces
    • C. de Boor and A. Ron, "Fourier analysis of the approximation power of principal shift-invariant spaces," Constr. Approx., vol. 8, pp. 427-462, 1992.
    • (1992) Constr. Approx , vol.8 , pp. 427-462
    • de Boor, C.1    Ron, A.2
  • 26
    • 0005602374 scopus 로고    scopus 로고
    • Introduction to shift-invariant spaces: Linear independence
    • Cambridge, MA: Cambridge Univ. Press
    • A. Ron, "Introduction to shift-invariant spaces: Linear independence," in Multivariate Approximation and Applications. Cambridge, MA: Cambridge Univ. Press, 2001, pp. 112-151.
    • (2001) Multivariate Approximation and Applications , pp. 112-151
    • Ron, A.1
  • 28
    • 0032624657 scopus 로고    scopus 로고
    • Blind deconvolution of ultrasonic traces accounting for pulse variance
    • May
    • K. F. Kaaresen and E. Bolviken, "Blind deconvolution of ultrasonic traces accounting for pulse variance," IEEE Trans. Ultrason., Ferroelect., Freq. Control, vol. 46, no. 3, pp. 564-574, May 1999.
    • (1999) IEEE Trans. Ultrason., Ferroelect., Freq. Control , vol.46 , Issue.3 , pp. 564-574
    • Kaaresen, K.F.1    Bolviken, E.2
  • 30
    • 0000660321 scopus 로고    scopus 로고
    • Blind source separation by sparse decomposition in a signal dictionary
    • Apr
    • M. Zibulevsky and B. A. Pearlmutter, "Blind source separation by sparse decomposition in a signal dictionary," Neural Comput., vol. 13, no. 4, pp. 863-882, Apr. 2001.
    • (2001) Neural Comput , vol.13 , Issue.4 , pp. 863-882
    • Zibulevsky, M.1    Pearlmutter, B.A.2
  • 31
    • 0038881662 scopus 로고
    • Atomic decomposition by basis pursuit
    • presented at the, San Diego, CA, Jul
    • S. Chen and D. Donoho, "Atomic decomposition by basis pursuit," presented at the SPIE Int. Conf. Wavelets, San Diego, CA, Jul. 1995.
    • (1995) SPIE Int. Conf. Wavelets
    • Chen, S.1    Donoho, D.2
  • 34
    • 20444411101 scopus 로고    scopus 로고
    • Blind deconvolution of images using optimal sparse representations
    • Jun
    • M. M. Bronstein, A. M. Bronstein, M. Zibulevsky, and Y. Y. Zeevi, "Blind deconvolution of images using optimal sparse representations," IEEE Trans. Image Process., vol. 14, no. 6, pp. 726-736, Jun. 2005.
    • (2005) IEEE Trans. Image Process , vol.14 , Issue.6 , pp. 726-736
    • Bronstein, M.M.1    Bronstein, A.M.2    Zibulevsky, M.3    Zeevi, Y.Y.4
  • 35
    • 0008927794 scopus 로고
    • Online, Available:, Online, Available
    • D. Donoho, "On minimum entropy deconvolution," 1981, [Online]. Available: http://www-stat.stanford.edu/donoho/Reports/Oldies/ index.html [Online]. Available
    • (1981) On minimum entropy deconvolution
    • Donoho, D.1
  • 36
    • 0017961352 scopus 로고
    • Minimum entropy deconvolution
    • R. A. Wiggins, "Minimum entropy deconvolution," Geoexploration, vol. 16, pp. 21-35, 1978.
    • (1978) Geoexploration , vol.16 , pp. 21-35
    • Wiggins, R.A.1
  • 37
    • 0032786012 scopus 로고    scopus 로고
    • A deconvolution technique using optimal wiener filtering and regularization
    • Jan
    • E. Sekko, G. Thomas, and A. Boukrouche, "A deconvolution technique using optimal wiener filtering and regularization," Signal Process. vol. 72, no. 1, pp. 23-32, Jan. 1999.
    • (1999) Signal Process , vol.72 , Issue.1 , pp. 23-32
    • Sekko, E.1    Thomas, G.2    Boukrouche, A.3
  • 38
    • 24644439249 scopus 로고    scopus 로고
    • Automatic localization of curvilinear object in 3D ultrasound images
    • Ultrasonic Imaging and Signal Processing, W. F. Walker and S. Y. Emelianov, Eds. Bellingham, WA: SPIE, Jul
    • M. Barva, J. Kybic, J.-M. Mari, C. Cachard, and V. Hlavac, "Automatic localization of curvilinear object in 3D ultrasound images," in Ultrasonic Imaging and Signal Processing, ser. Progress in Biomedical Optics and Imaging, W. F. Walker and S. Y. Emelianov, Eds. Bellingham, WA: SPIE, Jul. 2005, vol. 5750, pp. 455-462.
    • (2005) ser. Progress in Biomedical Optics and Imaging , vol.5750 , pp. 455-462
    • Barva, M.1    Kybic, J.2    Mari, J.-M.3    Cachard, C.4    Hlavac, V.5
  • 39
    • 36749008750 scopus 로고    scopus 로고
    • G. Strang and G. Fix, A fourier analysis of the finite element variational method, Constr. Aspects Function Anal., pp. 793-840, C.I.M.E. II Ciclo 1971, 1973.
    • G. Strang and G. Fix, "A fourier analysis of the finite element variational method," Constr. Aspects Function Anal., pp. 793-840, C.I.M.E. II Ciclo 1971, 1973.
  • 40
    • 0000418073 scopus 로고
    • On the stability of inverse problems
    • A. N. Tikhonov, "On the stability of inverse problems," Dokl. Akad. Nauk SSSR, vol. 39, no. 5, pp. 195-198, 1943.
    • (1943) Dokl. Akad. Nauk SSSR , vol.39 , Issue.5 , pp. 195-198
    • Tikhonov, A.N.1
  • 41
    • 36749033988 scopus 로고    scopus 로고
    • O. Michailovich and A. Tannenbaum, A novel approach to the blind-deconvolution problem based on MAP optimality and sparsity constraints, presented at the IASTED SIP, Honolulu, HI, 2006.
    • O. Michailovich and A. Tannenbaum, "A novel approach to the blind-deconvolution problem based on MAP optimality and sparsity constraints," presented at the IASTED SIP, Honolulu, HI, 2006.
  • 43
    • 0027542457 scopus 로고
    • B-spline signal processing: Part I - theory
    • Feb
    • M. Unser, A. Aldroubi, and M. Eden, "B-spline signal processing: Part I - theory," IEEE Trans. Signal Process., vol. 41, no. 2, Feb. 1993.
    • (1993) IEEE Trans. Signal Process , vol.41 , Issue.2
    • Unser, M.1    Aldroubi, A.2    Eden, M.3
  • 44
    • 0027541354 scopus 로고
    • B-spline signal processing: Part II - efficient design and applications
    • Feb
    • M. Unser, A. Aldroubi, and M. Eden, "B-spline signal processing: Part II - efficient design and applications," IEEE Trans. Signal Process. vol. 41, no. 2, Feb. 1993.
    • (1993) IEEE Trans. Signal Process , vol.41 , Issue.2
    • Unser, M.1    Aldroubi, A.2    Eden, M.3
  • 45
    • 36749081229 scopus 로고    scopus 로고
    • P. C. Hansen, Rank-deficient and discrete ill-posed problems, SIAM, ser. Numerical Aspects of Linear Inversion, 1998.
    • P. C. Hansen, "Rank-deficient and discrete ill-posed problems," SIAM, ser. Numerical Aspects of Linear Inversion, 1998.
  • 46
    • 0020763823 scopus 로고
    • Truncated-Newton algorithms for large-scale unconstrained optimization
    • June
    • R. Dembo and T. Steihaug, "Truncated-Newton algorithms for large-scale unconstrained optimization," Math. Progr., vol. 26, pp. 190-212, June 1983.
    • (1983) Math. Progr , vol.26 , pp. 190-212
    • Dembo, R.1    Steihaug, T.2
  • 48
    • 0029307534 scopus 로고
    • De-noising by soft-thresholding
    • May
    • D. L. Donoho, "De-noising by soft-thresholding," IEEE Trans. Inf. Theory, vol. 41, no. 3, pp. 613-627, May 1995.
    • (1995) IEEE Trans. Inf. Theory , vol.41 , Issue.3 , pp. 613-627
    • Donoho, D.L.1
  • 49
    • 0000133685 scopus 로고
    • Ten lectures on wavelets
    • I. Daubechies, "Ten lectures on wavelets," SIAM, 1992.
    • (1992) SIAM
    • Daubechies, I.1
  • 50
    • 1542331769 scopus 로고    scopus 로고
    • Fast interpolation algorithms for real-time three-dimensional cardiac ultrasound
    • Q. Duan, E. Angelini, T. Song, and A. Laine, "Fast interpolation algorithms for real-time three-dimensional cardiac ultrasound," in Proc. 25th Annu. Int. Conf. IEEE EMBS, 2003, pp. 1192-1195.
    • (2003) Proc. 25th Annu. Int. Conf. IEEE EMBS , pp. 1192-1195
    • Duan, Q.1    Angelini, E.2    Song, T.3    Laine, A.4
  • 52
    • 21644442287 scopus 로고    scopus 로고
    • Two-dimensional blind iterative deconvolution of medical ultrasound images
    • Aug
    • R. Jirik and T. Taxt, "Two-dimensional blind iterative deconvolution of medical ultrasound images," in Proc. IEEE Ultrasonics Symp., Aug. 2004, vol. 2, pp. 1262-1265.
    • (2004) Proc. IEEE Ultrasonics Symp , vol.2 , pp. 1262-1265
    • Jirik, R.1    Taxt, T.2


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