• DocumentCode
    3562564
  • Title

    An improved distorted born iterative method for reduced computational complexity and enhanced image reconstruction in ultrasound tomography

  • Author

    Tran Quang Huy ; Tran Duc Tan ; Nguyen Linh-Trung

  • Author_Institution
    Fac. of Phys., Hanoi Pedagogical Univ., Hanoi, Vietnam
  • fYear
    2014
  • Firstpage
    703
  • Lastpage
    707
  • Abstract
    Ultrasound tomography (UT) is a promising technique for quantitative ultrasound imaging. It offers a more complex imaging mode than the conventional B-mode imaging. Quantitative information of tissues such as attenuation and sound contrast is exploited to detect structures which are smaller than the wavelength of the incident wave. However, most of basic and recent studies about UT have a high computational complexity because they have to solve large iterative forward and inverse problems. Among different techniques proposed for UT, Born Iterative Method (BIM) and Distort Born Iterative Method (DBIM) based on Born approximation have been introduced as efficient diffraction tomography approaches. DBIM can offer a faster convergence whereas BIM is less affected by noise. In this paper, we propose a simple and efficient scheme of BIM-interpolation-DBIM in order to reduce the computational complexity and to improve the image reconstruction. The combination of BIM and DBIM takes advantage of both methods while the interpolation process in the middle stage help speed up the convergence. Simulation scenarios whose parameters are inspired from a previous experiment have been performed in order to show the efficiency of the proposed scheme.
  • Keywords
    acoustic tomography; biomedical ultrasonics; computational complexity; image reconstruction; interpolation; iterative methods; medical image processing; BIM-interpolation process; DBIM; born iterative method; enhanced image reconstruction; improved distorted BIM; reduced computational complexity; ultrasound tomography; Image reconstruction; Interpolation; Iterative methods; Tomography; Ultrasonic imaging; Vectors; Born iterative method (BIM); Ultrasound tomography; distorted Born iterative method (DBIM); interpolation; inverse scattering;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Technologies for Communications (ATC), 2014 International Conference on
  • Print_ISBN
    978-1-4799-6955-5
  • Type

    conf

  • DOI
    10.1109/ATC.2014.7043478
  • Filename
    7043478