• DocumentCode
    1494792
  • Title

    An autocorrelation-based method for improvement of sub-pixel displacement estimation in ultrasound strain imaging

  • Author

    Seungsoo Kim ; Aglyamov, S.R. ; Suhyun Park ; O´Donnell, Matthew ; Emelianov, Stanislav Y.

  • Author_Institution
    Biomed. Eng. Dept., Univ. of Texas, Austin, TX, USA
  • Volume
    58
  • Issue
    4
  • fYear
    2011
  • fDate
    4/1/2011 12:00:00 AM
  • Firstpage
    838
  • Lastpage
    843
  • Abstract
    In ultrasound strain and elasticity imaging, an accurate and cost-effective sub-pixel displacement estimator is required because strain/elasticity imaging quality relies on the displacement SNR, which can often be higher if more computational resources are provided. In this paper, we introduce an autocorrelation-based method to cost-effectively improve subpixel displacement estimation quality. To quantitatively evaluate the performance of the autocorrelation method, simulated and tissue-mimicking phantom experiments were performed. The computational cost of the autocorrelation method is also discussed. The results of our study suggest the autocorrelation method can be used for a real-time elasticity imaging system.
  • Keywords
    biomechanics; biomedical ultrasonics; correlation methods; deformation; displacement measurement; elasticity; medical image processing; phantoms; autocorrelation based method; autocorrelation method performance evaluation; computational cost; displacement signal-noise ratio; real time elasticity imaging system; simulated experiments; subpixel displacement estimation improvement; subpixel displacement estimation quality; tissue mimicking phantom experiments; ultrasound elasticity imaging; ultrasound strain imaging; Computational efficiency; Correlation; Estimation; Interpolation; Phantoms; Strain; Ultrasonic imaging; Algorithms; Computer Simulation; Elasticity; Elasticity Imaging Techniques; Image Enhancement; Image Interpretation, Computer-Assisted; Phantoms, Imaging; Reproducibility of Results; Ultrasonics; Ultrasonography;
  • fLanguage
    English
  • Journal_Title
    Ultrasonics, Ferroelectrics, and Frequency Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-3010
  • Type

    jour

  • DOI
    10.1109/TUFFC.2011.1876
  • Filename
    5750105