• DocumentCode
    2032857
  • Title

    Parametric Deformable Block Matching for Ultrasound Imaging

  • Author

    Basarab, Adrian ; Aoudi, Walid ; Liebgott, Hervé ; Vray, Didier ; Delachartre, Philippe

  • Author_Institution
    CNRS UMR5220, Lyon
  • Volume
    2
  • fYear
    2007
  • fDate
    Sept. 16 2007-Oct. 19 2007
  • Abstract
    This paper investigates motion tracking for ultrasound imaging. The proposed method is adapted to ultrasonic images and uses a bilinear motion model for controlling the local mesh deformation. We use an iterative multi-scale approach which is shown to considerably decrease the estimated motion error when we pass from 1 to 2 iterations. The proposed algorithm is tested in two medical applications. First, we use it to track tissue motion for ultrasound elastography. The second application is related to slow blood flow estimation with high frequency ultrasound imaging. In both cases, our technique considerably improves the quality of the results compared to classical block matching (BM).
  • Keywords
    biomedical ultrasonics; blood flow measurement; iterative methods; medical image processing; motion estimation; bilinear motion model; blood flow estimation; iterative multiscale approach; local mesh deformation; motion error estimation; motion tracking; parametric deformable block matching; ultrasound elastography; ultrasound imaging; Deformable models; Frequency estimation; Iterative algorithms; Iterative methods; Medical services; Medical tests; Motion control; Motion estimation; Tracking; Ultrasonic imaging; deformable block matching; multi-scale approach; parametric motion modeling; sub-pixel motion estimation; ultrasound imaging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2007. ICIP 2007. IEEE International Conference on
  • Conference_Location
    San Antonio, TX
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-1437-6
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2007.4379184
  • Filename
    4379184