Ultrasound in Medicine and Biology
Volume 33, Issue 1 , Pages 48-56 , January 2007

Improvement of elastographic displacement estimation using a two-step cross-correlation method

  • Hao Chen

      Affiliations

    • Department of Medical Physics, The University of Wisconsin-Madison, Madison, Madison, WI, USA
    • Department of Electrical and Computer Engineering, The University of Wisconsin-Madison, Madison, WI, USA
  • ,
  • Hairong Shi

      Affiliations

    • Department of Medical Physics, The University of Wisconsin-Madison, Madison, Madison, WI, USA
  • ,
  • Tomy Varghese

      Affiliations

    • Department of Medical Physics, The University of Wisconsin-Madison, Madison, Madison, WI, USA
    • Corresponding Author InformationAddress correspondence to: Tomy Varghese, Department of Medical Physics, The University of Wisconsin-Madison, Madison, WI 53706, USA.

Received 28 November 2005 ,Revised 21 June 2006 ,Accepted 13 July 2006.

References 

  1. Alam SK, Ophir J. Reduction of signal decorrelation from mechanical compression of tissues by temporal stretching: Applications to elastography. Ultrasound Med Biol. 1997;23:95–105
  2. Alam SK, Ophir J, Konofagou EE. An adaptive strain estimator for elastography. IEEE Trans Ultrason Ferroelect Freq Cont. 1998;45:461–472
  3. Alam SK, Ophir J, Varghese T. Elastographic axial resolution criteria: An experimental study. IEEE Trans Ultrason Ferroelect Freq Cont. 2000;47:304–309
  4. Bilgen M, Insana MF. Deformation models and correlation analysis in elastography. J Acoust Soc Am. 1996;99:3212–3224
  5. Bilgen M, Insana MF. Error analysis in acoustic elastography (II. Strain estimation and SNR analysis). J Acoust Soc Am. 1997;101:1147–1154
  6. Brusseau E, Perrey C, Delachartre P, Vogt M, Vray D, Ermert H. Axial strain imaging using a local estimation of the scaling factor from RF ultrasound signals. Ultrason Imaging. 2000;22:95–107
  7. Cespedes EI. Elastography: Imaging of biological tissue elasticity. Ph.D. Dissertation, University of Houston; 1993;
  8. Cespedes I, Ophir J, Ponnekanti H, Maklad N. Elastography: Elasticity imaging using ultrasound with application to muscle and breast in vivo. Ultrason Imaging. 1993;15:73–88
  9. Chaturvedi P, Insana MF, Hall TJ. 2-D compounding for noise reduction in strain imaging. IEEE Trans Ultrason Ferroelect Freq Cont. 1998;45:179–191
  10. Chen EJ, Adler RS, Carson PL, Jenkins WK, O’Brien WD. Ultrasound tissue displacement imaging with application to breast cancer. Ultrasound Med Biol. 1995;21:1153–1162
  11. Hall TJ, Zhu Y, Spalding CS. In vivo real-time freehand palpation imaging. Ultrasound Med Biol. 2003;29:427–435
  12. Kallel F, Ophir J. A least-squares strain estimator for elastography. Ultrason Imaging. 1997;19:195–208
  13. Li Y, Zagzebski JA. A frequency domain model for generating B-mode images with array transducers. IEEE Trans Ultrason Ferroelect Freq Cont. 1999;46:690–699
  14. Madsen EL, Frank GR, Krouskop TA, Varghese T, Kallel F, Ophir J. Tissue-mimicking oil-in-gelatin emulsions for use in heterogeneous elastography phantoms. Ultraso Imaging. 2003;25:17–38
  15. O’Donnell M, Skovoroda AR, Shapo BM, Emelianov SY. Internal displacement and strain imaging using ultrasonic speckle tracking. IEEE Trans Ultrason Ferroelect Freq Cont. 1994;41:314–325
  16. Ophir J, Cespedes I, Ponnekanti H, Yazdi Y, Li X. Elastography: a quantitative method for imaging the elasticity of biological tissues. Ultrason Imaging. 1991;13:111–134
  17. Pellot-Barakat C, Frouin F, Insana MF, Herment A. Ultrasound elastography based on multiscale estimations of regularized displacement fields. IEEE Trans Med Imaging. 2004;23:153–163
  18. Righetti R, Ophir J, Ktonas P. Axial resolution in elastography. Ultrasound Med Biol. 2002;28:101–113
  19. Shi H, Varghese T. Two-dimensional multi-level strain estimation for discontinuous tissue, submitted.
  20. Srinivasan S, Kallel F, Souchon R, Ophir J. Analysis of an adaptive strain estimation technique in elastography. Ultrason Imaging. 2002;24:109–118
  21. Srinivasan S, Ophir J, Alam SK. Elastographic imaging using staggered strain estimates. Ultrason Imaging. 2002;24:229–245
  22. Srinivasan S, Righetti R, Ophir J. Trade-offs between the axial resolution and the signal-to-noise ratio in elastography. Ultrasound Med Biol. 2003;29:847–866
  23. Srinivasan S, Righetti R, Ophir J. An experimental characterization of elastographic spatial resolution: Analysis of the trade-offs between spatial resolution and contrast-to-noise ratio. Ultrasound Med Biol. 2004;30:1269–1280
  24. Talhami HE, Wilson LS, Neale ML. Spectral tissue strain: A new technique for imaging tissue strain using intravascular ultrasound. Ultrasound Med Biol. 1994;20:759–772
  25. Varghese T, Bilgen M, Ophir J. Multiresolution imaging in elastography. IEEE Trans Ultrason Ferroelect Freq Cont. 1998;45:65–75
  26. Varghese T, Ophir J. Performance optimization in elastography: Multicompression with temporal stretching. Ultrason Imaging. 1996;18:193–214
  27. Varghese T, Ophir J. A theoretical framework for performance characterization of elastography: The strain filter. IEEE Trans Ultrason Ferroelect Freq Cont. 1997;44:164–172
  28. Varghese T, Ophir J. An analysis of elastographic contrast-to-noise ratio. Ultrasound Med Biol. 1998;24:915–924
  29. Varghese T, Ophir J. Characterization of elastographic noise using the envelope of echo signals. Ultrasound Med Biol. 1998;24:543–555
  30. Varghese T, Ophir J, Konofagou E, Kallel F, Righetti R. Tradeoffs in elastographic imaging. Ultrason Imaging. 2001;23:216–248
  31. Wagner RF, Smith SW, Sandrik JM, Lopez H. Statistics of speckle in ultrasound B-scans. 1983;SU-30:156–163
  32. Yamakawa M, Shiina T. Strain estimation using the extended combined autocorrelation method. Jpn J Applied Physics Part 1. 2001;40:3872–3876
  33. Zhu Y, Hall TJ. A modified block matching method for real-time freehand strain imaging. Ultrason Imaging. 2002;24:161–176

PII: S0301-5629(06)01750-9

doi: 10.1016/j.ultrasmedbio.2006.07.022

Ultrasound in Medicine and Biology
Volume 33, Issue 1 , Pages 48-56 , January 2007