• DocumentCode
    2554509
  • Title

    Zipline: A fast update scheme for reconstruction with separable system models

  • Author

    Benson, T.M. ; Lin Fu ; De Man, Bruno K. B.

  • Author_Institution
    Georgia Tech Res. Inst., Smyrna, GA, USA
  • fYear
    2012
  • fDate
    Oct. 27 2012-Nov. 3 2012
  • Firstpage
    2343
  • Lastpage
    2347
  • Abstract
    While iterative reconstruction techniques for X-ray computed tomography (CT) data offer important opportunities for improving image quality and reducing noise or radiation dose, the computational burden and subsequent run-time associated with such methods remains a challenge. In this paper, the authors introduce a computational approach, herein named Zipline, that improves performance for some update schemes when employing system models exhibiting a certain separability property. Specifically, we focus on iterative coordinate descent (ICD) updates.
  • Keywords
    computerised tomography; iterative methods; medical image processing; X-ray computed tomography data; Zipline; image quality; image reconstruction; iterative coordinate descent update; iterative reconstruction techniques; noise reduction; separable system model; update scheme;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), 2012 IEEE
  • Conference_Location
    Anaheim, CA
  • ISSN
    1082-3654
  • Print_ISBN
    978-1-4673-2028-3
  • Type

    conf

  • DOI
    10.1109/NSSMIC.2012.6551532
  • Filename
    6551532