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Volumn 55, Issue 4, 2008, Pages 787-799

Regularization for ultrasonic measurements of tissue displacement vector and strain tensor

Author keywords

[No Author keywords available]

Indexed keywords

AUTOCORRELATION; DOPPLER EFFECT; PHASE MATCHING; STRAIN MEASUREMENT; ULTRASONIC MEASUREMENT; VECTORS;

EID: 43349107511     PISSN: 08853010     EISSN: None     Source Type: Journal    
DOI: 10.1109/TUFFC.2008.713     Document Type: Article
Times cited : (21)

References (56)
  • 1
    • 0141754980 scopus 로고
    • Estimation of shear modulus distribution in soft tissue from strain measurement
    • in Japanese
    • C. Sumi, A. Suzuki, and K. Nakayama, "Estimation of shear modulus distribution in soft tissue from strain measurement," Jpn. J. Med. Electr. Biol. Eng., vol. 31, Suppl., p. 390, 1993. (in Japanese)
    • (1993) Jpn. J. Med. Electr. Biol. Eng , vol.31 , Issue.SUPPL. , pp. 390
    • Sumi, C.1    Suzuki, A.2    Nakayama, K.3
  • 2
    • 0037150467 scopus 로고    scopus 로고
    • Quantitative elasticity imaging: What can and cannot be inferred from strain images
    • P. E. Barbone and J. C. Bamber, "Quantitative elasticity imaging: What can and cannot be inferred from strain images," Phys. Med. Biol., vol. 47, pp. 2147-2164, 2002.
    • (2002) Phys. Med. Biol , vol.47 , pp. 2147-2164
    • Barbone, P.E.1    Bamber, J.C.2
  • 3
    • 0029002768 scopus 로고
    • Fundamental mechanical limitations on the visualization of elasticity contrast in elastography
    • H. Ponnekanti, J. Ophir, Y. Huang, and I. Cespedes, "Fundamental mechanical limitations on the visualization of elasticity contrast in elastography," Ultrasound Med. Biol., vol. 21, pp. 533-543, 1995.
    • (1995) Ultrasound Med. Biol , vol.21 , pp. 533-543
    • Ponnekanti, H.1    Ophir, J.2    Huang, Y.3    Cespedes, I.4
  • 5
    • 0030173129 scopus 로고    scopus 로고
    • Tissue elasticity reconstruction using linear perturbation method
    • F. Kallel and M. Bertrand, "Tissue elasticity reconstruction using linear perturbation method," IEEE Trans. Med. Imag., vol. 15, pp. 299-313, 1996.
    • (1996) IEEE Trans. Med. Imag , vol.15 , pp. 299-313
    • Kallel, F.1    Bertrand, M.2
  • 6
    • 20144366031 scopus 로고    scopus 로고
    • Comparative evaluation of strain-based and model-based modulus elastography
    • M. M. Doyley, S. Srinivasan, S. A. Pendergrass, Z. Wu, and J. Ophir, "Comparative evaluation of strain-based and model-based modulus elastography," Ultrasound Med. Biol., vol. 31, pp. 787-802, 2005.
    • (2005) Ultrasound Med. Biol , vol.31 , pp. 787-802
    • Doyley, M.M.1    Srinivasan, S.2    Pendergrass, S.A.3    Wu, Z.4    Ophir, J.5
  • 9
    • 32044450812 scopus 로고    scopus 로고
    • Identifying the mechanical properties of tissue by ultrasound strain imaging
    • E. Turgay, S. Salcudean, and R. Rohling, "Identifying the mechanical properties of tissue by ultrasound strain imaging," Ultrasound Med. Biol., vol. 32, pp. 221-235, 2006.
    • (2006) Ultrasound Med. Biol , vol.32 , pp. 221-235
    • Turgay, E.1    Salcudean, S.2    Rohling, R.3
  • 10
    • 0020038638 scopus 로고
    • Ultrasonic measurement of small displacements and deformations of tissue
    • L. S. Wilson and D. E. Robinson, "Ultrasonic measurement of small displacements and deformations of tissue," Ultrason. Imag., vol. 4, pp. 71-82, 1982.
    • (1982) Ultrason. Imag , vol.4 , pp. 71-82
    • Wilson, L.S.1    Robinson, D.E.2
  • 11
    • 0035328065 scopus 로고    scopus 로고
    • Strain estimation using the extended combined autocorrelation method
    • M. Yamakawa and T. Shiina, "Strain estimation using the extended combined autocorrelation method," Jpn. J. Appl. Phys., vol. 40, pt. 1, no. 5B, pp. 3872-3876, 2001.
    • (2001) Jpn. J. Appl. Phys , vol.40 , Issue.PART. 1 5B , pp. 3872-3876
    • Yamakawa, M.1    Shiina, T.2
  • 12
    • 0011334797 scopus 로고
    • Local displacement analysis of inhomogeneous soft tissue by spatial correlation of rf echo signals
    • S. Yagi and K. Nakayama, "Local displacement analysis of inhomogeneous soft tissue by spatial correlation of rf echo signals," in Proc. World Fed. Ultrasound Med. Biol. Meeting, 1988, p. 113.
    • (1988) Proc. World Fed. Ultrasound Med. Biol. Meeting , pp. 113
    • Yagi, S.1    Nakayama, K.2
  • 13
    • 0026123398 scopus 로고
    • A novel method for angle independent ultrasonic imaging of blood flow and tissue motion
    • L. N. Bohs and G. E. Trahey, "A novel method for angle independent ultrasonic imaging of blood flow and tissue motion," IEEE Trans. Biomed. Eng., vol. 38, pp. 280-286, 1991.
    • (1991) IEEE Trans. Biomed. Eng , vol.38 , pp. 280-286
    • Bohs, L.N.1    Trahey, G.E.2
  • 14
    • 0025806883 scopus 로고
    • Elastography: A quantitative method for measuring the elasticity of biological tissues
    • J. Ophir, I. Cespedes, H. Ponnekanti, Y. Yazdi, and X. Li, "Elastography: A quantitative method for measuring the elasticity of biological tissues," Ultrason. Imag., vol. 13, pp. 111-134, 1991.
    • (1991) Ultrason. Imag , vol.13 , pp. 111-134
    • Ophir, J.1    Cespedes, I.2    Ponnekanti, H.3    Yazdi, Y.4    Li, X.5
  • 15
    • 0034508886 scopus 로고    scopus 로고
    • Direct strain estimation in elastography using spectral cross-correlation
    • T. Varghese, E. E. Konofagou, J. Ophir, S. K. Alam, and M. Bilgen, "Direct strain estimation in elastography using spectral cross-correlation," Ultrasound Med. Biol., vol. 26, pp. 1525-1537, 2000.
    • (2000) Ultrasound Med. Biol , vol.26 , pp. 1525-1537
    • Varghese, T.1    Konofagou, E.E.2    Ophir, J.3    Alam, S.K.4    Bilgen, M.5
  • 16
    • 0036663802 scopus 로고    scopus 로고
    • A modified block matching method for real-time freehand strain imaging
    • Y. Zhu and T. J. Hall, "A modified block matching method for real-time freehand strain imaging," Ultrason. Imag., vol. 24, pp. 161-176, 2002.
    • (2002) Ultrason. Imag , vol.24 , pp. 161-176
    • Zhu, Y.1    Hall, T.J.2
  • 17
    • 0029509890 scopus 로고
    • Phantom experiment on estimation of shear modulus distribution in soft tissue from ultrasonic measurement of displacement vector field
    • C. Sumi, A. Suzuki, and K. Nakayama, "Phantom experiment on estimation of shear modulus distribution in soft tissue from ultrasonic measurement of displacement vector field," IEICE Trans. Fundamental, vol. E78-A, pp. 1655-1664, 1995.
    • (1995) IEICE Trans. Fundamental , vol.E78-A , pp. 1655-1664
    • Sumi, C.1    Suzuki, A.2    Nakayama, K.3
  • 18
    • 0032786319 scopus 로고    scopus 로고
    • Fine elasticity imaging on utilizing the iterative rfecho phase matching method
    • C. Sumi, "Fine elasticity imaging on utilizing the iterative rfecho phase matching method," IEEE Trans. Ultrason., Ferroelect., Freq. Contr., vol. 46, pp. 158-166, 1999.
    • (1999) IEEE Trans. Ultrason., Ferroelect., Freq. Contr , vol.46 , pp. 158-166
    • Sumi, C.1
  • 19
    • 0029239565 scopus 로고
    • Estimation of shear modulus distribution in soft tissue from strain distribution
    • C. Sumi, A. Suzuki, and K. Nakayama, "Estimation of shear modulus distribution in soft tissue from strain distribution," IEEE Trans. Biomed. Eng., vol. 42, pp. 193-202, 1995.
    • (1995) IEEE Trans. Biomed. Eng , vol.42 , pp. 193-202
    • Sumi, C.1    Suzuki, A.2    Nakayama, K.3
  • 20
    • 28444462539 scopus 로고    scopus 로고
    • Usefulness of an ultrasonic strain measurement-based shear modulus reconstruction imaging technique
    • C. Sumi, "Usefulness of an ultrasonic strain measurement-based shear modulus reconstruction imaging technique," IEEE Trans. Ultrason., Ferroelect., Freq. Contr., vol. 52, pp. 1670-1689, 2005.
    • (2005) IEEE Trans. Ultrason., Ferroelect., Freq. Contr , vol.52 , pp. 1670-1689
    • Sumi, C.1
  • 21
    • 33847097343 scopus 로고    scopus 로고
    • Our recent strain-measurement-based shear modulus reconstruction
    • C. Sumi, "Our recent strain-measurement-based shear modulus reconstruction," in Proc. IEEE Ultrason. Symp., 2005, pp. 1771-1776.
    • (2005) Proc. IEEE Ultrason. Symp , pp. 1771-1776
    • Sumi, C.1
  • 22
    • 34548485413 scopus 로고    scopus 로고
    • Shear modulus reconstruction by ultrasonically measured strain ratio
    • C. Sumi, "Shear modulus reconstruction by ultrasonically measured strain ratio," J. Med. Ultrason., vol. 34, no. 4, pp. 171-188, 2007.
    • (2007) J. Med. Ultrason , vol.34 , Issue.4 , pp. 171-188
    • Sumi, C.1
  • 23
    • 37049029402 scopus 로고    scopus 로고
    • Effective shear modulus reconstruction obtained with approximate mean normal stress remaining unknown
    • C. Sumi, "Effective shear modulus reconstruction obtained with approximate mean normal stress remaining unknown," IEEE Trans. Ultrason., Ferroelect., Freq. Contr., vol. 54, no. 11, pp. 2394-2402, 2007.
    • (2007) IEEE Trans. Ultrason., Ferroelect., Freq. Contr , vol.54 , Issue.11 , pp. 2394-2402
    • Sumi, C.1
  • 24
    • 34547307851 scopus 로고    scopus 로고
    • Estimation static elasticity distribution in living tissues from ultrasonic measurement of strain distributions
    • in Japanese
    • C. Sumi, A. Suzuki, and K. Nakayama, "Estimation static elasticity distribution in living tissues from ultrasonic measurement of strain distributions," Jpn. J. Med. Electr. Biol. Eng., vol. 34, Suppl., p. 107, 1996. (in Japanese)
    • (1996) Jpn. J. Med. Electr. Biol. Eng , vol.34 , Issue.SUPPL. , pp. 107
    • Sumi, C.1    Suzuki, A.2    Nakayama, K.3
  • 25
    • 0034870774 scopus 로고    scopus 로고
    • Feasibility of shear modulus imaging technique for monitoring the effectiveness of the interstitial RF electromagnetic wave thermal therapy
    • C. Sumi, S. Takegahara, and H. Kanai, "Feasibility of shear modulus imaging technique for monitoring the effectiveness of the interstitial RF electromagnetic wave thermal therapy," in Proc. SPIE - Thermal Treatment of Tissue Energy Delivery and Assessment, vol. 4247, 2001, pp. 151-157.
    • (2001) Proc. SPIE - Thermal Treatment of Tissue Energy Delivery and Assessment , vol.4247 , pp. 151-157
    • Sumi, C.1    Takegahara, S.2    Kanai, H.3
  • 26
    • 18144404160 scopus 로고    scopus 로고
    • In vivo elastographic investigation of ethanol induced hepatic lesions
    • K. Hoyt, F. Forsberg, C. R. B. Merritt, J. B. Liu, and J. Ophir, "In vivo elastographic investigation of ethanol induced hepatic lesions," Ultrasound Med. Biol., vol. 31, pp. 607-612, 2005.
    • (2005) Ultrasound Med. Biol , vol.31 , pp. 607-612
    • Hoyt, K.1    Forsberg, F.2    Merritt, C.R.B.3    Liu, J.B.4    Ophir, J.5
  • 27
    • 0032931389 scopus 로고    scopus 로고
    • The feasibility of elastographic visualization of HIFU-induced thermal lesions in soft tissues
    • F. Kallel, R. J. Stafford, R. E. Price, R. Righetti, J. Ophir, and J. D. Hazle, "The feasibility of elastographic visualization of HIFU-induced thermal lesions in soft tissues," Ultrasound Med. Biol., vol. 25, pp. 641-647, 1999.
    • (1999) Ultrasound Med. Biol , vol.25 , pp. 641-647
    • Kallel, F.1    Stafford, R.J.2    Price, R.E.3    Righetti, R.4    Ophir, J.5    Hazle, J.D.6
  • 29
    • 2942512518 scopus 로고    scopus 로고
    • Elastographic imaging of thermal lesions in liver in vivo using diaghragmatic stimuli
    • T. Varghese and H. Shi, "Elastographic imaging of thermal lesions in liver in vivo using diaghragmatic stimuli," Ultrason. Imag., vol. 26, pp. 18-28, 2004.
    • (2004) Ultrason. Imag , vol.26 , pp. 18-28
    • Varghese, T.1    Shi, H.2
  • 30
    • 40549127039 scopus 로고    scopus 로고
    • Displacement vector measurement using instantaneous ultrasound signal phase - Multidimensional autocorrelation and Doppler methods
    • C. Sumi, "Displacement vector measurement using instantaneous ultrasound signal phase - Multidimensional autocorrelation and Doppler methods," IEEE Trans. Ultrason., Ferroelect., Freq. Contr., vol. 55, no. 1, pp. 24-43, 2008.
    • (2008) IEEE Trans. Ultrason., Ferroelect., Freq. Contr , vol.55 , Issue.1 , pp. 24-43
    • Sumi, C.1
  • 31
    • 43349101949 scopus 로고    scopus 로고
    • Beamforming for realizing designed point spread function
    • C. Sumi, "Beamforming for realizing designed point spread function," in Proc. IEEE Ultrason. Symp., 2007, pp. 1557-1562.
    • (2007) Proc. IEEE Ultrason. Symp , pp. 1557-1562
    • Sumi, C.1
  • 32
    • 34548475546 scopus 로고    scopus 로고
    • Evaluation of variances of ultrasonically measured strain tensor components
    • C. Sumi and K. Sato, "Evaluation of variances of ultrasonically measured strain tensor components," Acoust. Sci. Technol., vol. 28, pp. 352-356, 2007.
    • (2007) Acoust. Sci. Technol , vol.28 , pp. 352-356
    • Sumi, C.1    Sato, K.2
  • 33
    • 33847171293 scopus 로고    scopus 로고
    • Stabilization of tissue displacement vector measurement utilizing ultrasonic cross-spectrum,
    • no. 4, pp, Dec
    • C. Sumi, "Stabilization of tissue displacement vector measurement utilizing ultrasonic cross-spectrum," Technical report of the Japan Society of Ultrasonics in Medicine, vol. 101, no. 4, pp. 31-41, Dec. 2001.
    • (2001) Technical report of the Japan Society of Ultrasonics in Medicine , vol.101 , pp. 31-41
    • Sumi, C.1
  • 34
    • 33846252936 scopus 로고    scopus 로고
    • Regularization for strain measurement and shear modulus reconstruction
    • presented at, Oct
    • C. Sumi, "Regularization for strain measurement and shear modulus reconstruction," presented at 4th Int. Conf. Ultrason. Meas, and Imag. of Tissue Elasticity, Oct. 2005, p. 114.
    • (2005) 4th Int. Conf. Ultrason. Meas, and Imag. of Tissue Elasticity , pp. 114
    • Sumi, C.1
  • 35
    • 34548692784 scopus 로고    scopus 로고
    • Spatially variant regularization for tissue strain measurement and shear modulus reconstruction
    • C. Sumi, "Spatially variant regularization for tissue strain measurement and shear modulus reconstruction," J. Med. Ultrason., vol. 34, no. 3, pp. 125-131, 2007.
    • (2007) J. Med. Ultrason , vol.34 , Issue.3 , pp. 125-131
    • Sumi, C.1
  • 36
    • 0032081272 scopus 로고    scopus 로고
    • A robust numerical solution to reconstruct a globally relative shear modulus distribution from strain measurements
    • June
    • C. Sumi and K. Nakayama, "A robust numerical solution to reconstruct a globally relative shear modulus distribution from strain measurements," IEEE Trans. Med. Imag., vol. 17, no. 3, pp. 419-428, June 1998.
    • (1998) IEEE Trans. Med. Imag , vol.17 , Issue.3 , pp. 419-428
    • Sumi, C.1    Nakayama, K.2
  • 37
    • 40549137177 scopus 로고    scopus 로고
    • Regularization of tissue shear modulus reconstruction using strain variance
    • C. Sumi, "Regularization of tissue shear modulus reconstruction using strain variance," IEEE Trans. Ultrason., Ferroelect., Freq. Contr., vol. 55, no. 2, pp. 297-307, 2008.
    • (2008) IEEE Trans. Ultrason., Ferroelect., Freq. Contr , vol.55 , Issue.2 , pp. 297-307
    • Sumi, C.1
  • 38
    • 1342324769 scopus 로고    scopus 로고
    • Ultrasound elastography based on multiscale estimations of regularized displacement fields
    • C. Pellot-Barakat, F. Frouin, M. Insana, and A. Herment, "Ultrasound elastography based on multiscale estimations of regularized displacement fields," IEEE Trans. Med. Imag., vol. 23, pp. 153-163, 2004.
    • (2004) IEEE Trans. Med. Imag , vol.23 , pp. 153-163
    • Pellot-Barakat, C.1    Frouin, F.2    Insana, M.3    Herment, A.4
  • 39
    • 0032673665 scopus 로고    scopus 로고
    • Piecewise and local image models for regularized image restoration using cross-validation
    • S. T. Acton and A. C. Bovik, "Piecewise and local image models for regularized image restoration using cross-validation," IEEE Trans. Instrum. Meas., vol. 8, pp. 652-665, 1999.
    • (1999) IEEE Trans. Instrum. Meas , vol.8 , pp. 652-665
    • Acton, S.T.1    Bovik, A.C.2
  • 40
    • 33846261715 scopus 로고    scopus 로고
    • Practical examination method of the accuracy of displacement vector/strain tensor field measurement utilizing the iterative rf-echo phase matching
    • Mar, in Japanese
    • C. Sumi and K. Sato, "Practical examination method of the accuracy of displacement vector/strain tensor field measurement utilizing the iterative rf-echo phase matching," in Proc. of the 2000 Spring Meeting of the Acoustical Society of Japan, Mar. 2000, pp. 1085-1086. (in Japanese)
    • (2000) Proc. of the 2000 Spring Meeting of the Acoustical Society of Japan , pp. 1085-1086
    • Sumi, C.1    Sato, K.2
  • 41
    • 0020736051 scopus 로고
    • Fundamental limitations in passive time delay estimation - Part I: Narrow-band systems
    • E. Weinstein and A. Weiss, "Fundamental limitations in passive time delay estimation - Part I: Narrow-band systems," IEEE Trans. Acoust. Speech Signal Processing, vol. 31, pp. 472-485, 1983.
    • (1983) IEEE Trans. Acoust. Speech Signal Processing , vol.31 , pp. 472-485
    • Weinstein, E.1    Weiss, A.2
  • 42
    • 0021515775 scopus 로고
    • Fundamental limitations in passive time delay estimation - Part II: Wide-band systems
    • E. Weinstein and A. Weiss, "Fundamental limitations in passive time delay estimation - Part II: Wide-band systems," IEEE Trans. Acoust. Speech Signal Processing, vol. 32, pp. 1064-1078, 1984.
    • (1984) IEEE Trans. Acoust. Speech Signal Processing , vol.32 , pp. 1064-1078
    • Weinstein, E.1    Weiss, A.2
  • 43
    • 0029272023 scopus 로고
    • A fundamental limit on delay estimation using partially correlated speckle signals
    • W. F. Walker and G. E. Trahey, "A fundamental limit on delay estimation using partially correlated speckle signals," IEEE Trans. Ultrason., Ferroelect., Freq. Contr., vol. 42, pp. 301-308, 1995.
    • (1995) IEEE Trans. Ultrason., Ferroelect., Freq. Contr , vol.42 , pp. 301-308
    • Walker, W.F.1    Trahey, G.E.2
  • 44
    • 0030785945 scopus 로고    scopus 로고
    • The combined effect of signal decorrelation and random noise on the variance of time delay estimation
    • I. Cespedes, J. Ophir, and K. Alam, "The combined effect of signal decorrelation and random noise on the variance of time delay estimation," IEEE Trans. Ultrason., Ferroelect., Freq. Contr., vol. 44, pp. 220-225, 1997.
    • (1997) IEEE Trans. Ultrason., Ferroelect., Freq. Contr , vol.44 , pp. 220-225
    • Cespedes, I.1    Ophir, J.2    Alam, K.3
  • 46
    • 0030734228 scopus 로고    scopus 로고
    • A theoretical framework for performance characterization of elastography: The strain filter
    • T. Varghese and J. Ophir, "A theoretical framework for performance characterization of elastography: The strain filter," IEEE Trans. Ultrason., Ferroelect., Freq. Contr., vol. 44, pp. 164-172, 1997.
    • (1997) IEEE Trans. Ultrason., Ferroelect., Freq. Contr , vol.44 , pp. 164-172
    • Varghese, T.1    Ophir, J.2
  • 47
    • 0036222528 scopus 로고    scopus 로고
    • Estimating the elastographic signal-to-noise ratio using correlation coefficients
    • S. Srinivasan, F. Kallel, and J. Ophir, "Estimating the elastographic signal-to-noise ratio using correlation coefficients," Ultrasound Med. Biol., vol. 28, pp. 359-368, 2002.
    • (2002) Ultrasound Med. Biol , vol.28 , pp. 359-368
    • Srinivasan, S.1    Kallel, F.2    Ophir, J.3
  • 48
    • 0034453242 scopus 로고    scopus 로고
    • Theoretical bounds on the estimation of transverse displacement, transverse strain and Poisson's ratio in elastography
    • E. E. Konofagou, T. Varghese, and J. Ophir, "Theoretical bounds on the estimation of transverse displacement, transverse strain and Poisson's ratio in elastography," Ultrason. Imag., vol. 22, pp. 153-177, 2000.
    • (2000) Ultrason. Imag , vol.22 , pp. 153-177
    • Konofagou, E.E.1    Varghese, T.2    Ophir, J.3
  • 49
    • 33644782987 scopus 로고    scopus 로고
    • Noise performance and signal-to-noise ratio of shear strain elastograms
    • A. T. Kumar, J. Ophir, and T. A. Krouskop, "Noise performance and signal-to-noise ratio of shear strain elastograms," Ultrason. Imag., vol. 27, pp. 145-165, 2005.
    • (2005) Ultrason. Imag , vol.27 , pp. 145-165
    • Kumar, A.T.1    Ophir, J.2    Krouskop, T.A.3
  • 50
    • 0030126713 scopus 로고    scopus 로고
    • Electrical impedance tomography: Regularized imaging and contrast detection
    • A. Adler and R. Guardo, "Electrical impedance tomography: Regularized imaging and contrast detection," IEEE Trans. Med. Imag., vol. 15, pp. 170-179, 1996.
    • (1996) IEEE Trans. Med. Imag , vol.15 , pp. 170-179
    • Adler, A.1    Guardo, R.2
  • 51
    • 0028449683 scopus 로고
    • Bayesian approach with the maximum entropy principle in image reconstruction from microwave scattered field data
    • M. K. Nguyen and A. Mohammad-Djafari, "Bayesian approach with the maximum entropy principle in image reconstruction from microwave scattered field data," IEEE Trans. Med. Imag., vol. 13, pp. 254-262, 1994.
    • (1994) IEEE Trans. Med. Imag , vol.13 , pp. 254-262
    • Nguyen, M.K.1    Mohammad-Djafari, A.2
  • 52
    • 0038040610 scopus 로고    scopus 로고
    • Statistical regularization in linearized microwave imaging through MRF-based MAP Estimation: Hyperparameter estimation and image computation
    • V. Pascazio and G. Ferraiuolo, "Statistical regularization in linearized microwave imaging through MRF-based MAP Estimation: Hyperparameter estimation and image computation," IEEE Trans. Image Processing, vol. 12, pp. 572-582, 2003.
    • (2003) IEEE Trans. Image Processing , vol.12 , pp. 572-582
    • Pascazio, V.1    Ferraiuolo, G.2
  • 53
    • 0029288245 scopus 로고
    • A recursive nonstationary MAP displacement vector field estimation algorithm
    • J. C. Brailean and A. K. Katsaggelos, "A recursive nonstationary MAP displacement vector field estimation algorithm," IEEE Trans. Image Processing, vol. 4, pp. 416-429, 1995.
    • (1995) IEEE Trans. Image Processing , vol.4 , pp. 416-429
    • Brailean, J.C.1    Katsaggelos, A.K.2
  • 55
    • 0031210608 scopus 로고    scopus 로고
    • Maximum entropy image reconstruction from sparsely sampled coherent field data
    • D. J. Battle, R. P. Harrison, and M. Hedley, "Maximum entropy image reconstruction from sparsely sampled coherent field data," IEEE Trans. Image Processing, vol. 6, pp. 1139-1147, 1997.
    • (1997) IEEE Trans. Image Processing , vol.6 , pp. 1139-1147
    • Battle, D.J.1    Harrison, R.P.2    Hedley, M.3
  • 56
    • 0031240175 scopus 로고    scopus 로고
    • Regularized reconstruction in electrical impedance tomography using a variance uniformarization constraint
    • C. Cohen-Bacrie, Y. Goussard, and R. Guardo, "Regularized reconstruction in electrical impedance tomography using a variance uniformarization constraint," IEEE Trans. Med. Imag., vol. 16, pp. 562-571, 1997.
    • (1997) IEEE Trans. Med. Imag , vol.16 , pp. 562-571
    • Cohen-Bacrie, C.1    Goussard, Y.2    Guardo, R.3


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