• DocumentCode
    2574116
  • Title

    Quantitative three-dimensional reconstruction of limited-angle experimental measurements in diffraction tomography

  • Author

    Chang, Chen-Hao ; Su, Jing-Wei ; Hsu, Wei-Chen ; Sung, Kung-Bin ; Chou, Cheng-Ying

  • Author_Institution
    Dept. of Bio-Ind. Mechatron. Eng., Nat. Taiwan Univ., Taipei, Taiwan
  • fYear
    2012
  • fDate
    2-5 May 2012
  • Firstpage
    1667
  • Lastpage
    1670
  • Abstract
    Image reconstruction from limited-angle data is an important issue in diffraction tomography. The limitation of angular coverage usually occurs due to the physical constraints in measurement systems. Insufficient information will deteriorate the quality of reconstructed images. In our experimental setup, the angular range of the data scanning is limited. Here, we applied the iterative algorithm of total variation (TV) minimization to reconstruct the three-dimensional distribution of an object´s refractive index from measured phase data. TV-minimization is an edge-preserving technique commonly used in image processing. It can smooth away the noisy textures while retaining sharp edges. Despite a full range of illumination is lacking, we have successfully reconstructed the refractive index distribution of objects numerically and experimentally by use of the TV-minimization algorithm.
  • Keywords
    image reconstruction; image texture; iterative methods; medical image processing; minimisation; refractive index; TV-minimization algorithm; data scanning; diffraction tomography; edge-preserving technique; image processing; image reconstruction; iterative algorithm; limited-angle experimental measurements; measured data; noisy textures; object refractive index; quantitative 3D reconstruction; refractive index distribution; total variation minimization; Diffraction; Image edge detection; Image reconstruction; Refractive index; Signal processing algorithms; Tomography; X-ray diffraction; Diffraction tomography; TV-minimization; edge-preserving; image reconstruction; limited-angle;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on
  • Conference_Location
    Barcelona
  • ISSN
    1945-7928
  • Print_ISBN
    978-1-4577-1857-1
  • Type

    conf

  • DOI
    10.1109/ISBI.2012.6235898
  • Filename
    6235898