• DocumentCode
    3341729
  • Title

    Initial experience in image reconstruction from limited-angle C-arm CBCT data

  • Author

    Zhang, Zheng ; Han, Xiao ; Bian, Junguo ; Manak, Joseph J. ; Sidky, Emil Y. ; Pan, Xiaochuan

  • Author_Institution
    Dept. of Radiol., Univ. of Chicago, Chicago, IL, USA
  • fYear
    2011
  • fDate
    23-29 Oct. 2011
  • Firstpage
    3977
  • Lastpage
    3979
  • Abstract
    C-arm cone-beam CT (CBCT) often acquires data over a limited angular range. Image reconstruction from limited-angle data (i.e., data less than a short scan) becomes mathematically an ill-posed problem, and the inversion of the X-ray transform by use of conventional analytic formulas can introduce significant artifacts. In this work, using the adaptive steepest descent and projection-onto-convex-sets (ASD-POCS) algorithm, we investigate image reconstructions from limited-angle simulation cone-beam data and real patient data acquired with a C-arm system. The results show that the algorithm can reconstruct potentially useful images from data collected over limited angular range.
  • Keywords
    computerised tomography; gradient methods; image reconstruction; medical image processing; ASD-POCS; C-arm cone-beam CT; X-ray transform inversion; adaptive steepest descent algorithm; analytic formula; computerised tomography; image reconstruction; limited-angle C-arm CBCT data; limited-angle simulation cone-beam data; patient data; projection-onto-convex-sets algorithm; Calibration; Detectors; Image reconstruction; Minimization; TV; Transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), 2011 IEEE
  • Conference_Location
    Valencia
  • ISSN
    1082-3654
  • Print_ISBN
    978-1-4673-0118-3
  • Type

    conf

  • DOI
    10.1109/NSSMIC.2011.6153756
  • Filename
    6153756