• DocumentCode
    3486848
  • Title

    Fast pseudo-enhancement correction in CT colonography using linear shift-invariant filters

  • Author

    Boyes, Richard ; Slabaugh, Greg ; Beddoe, Gareth

  • Author_Institution
    Medicsight PLC, UK
  • fYear
    2009
  • fDate
    7-10 Nov. 2009
  • Firstpage
    2509
  • Lastpage
    2512
  • Abstract
    This paper presents a novel method to approximate shift-variant Gaussian filtering of an image using a set of shift-invariant Gaussian filters. This approximation affords filtering of the image using fast convolution techniques that rely on the FFT, while achieving a result that closely matches the shift-variant result. We demonstrate the method in a CT colonography application that reduces the pseudo-enhancement effect, which is a local brightening artifact in CT imaging that can result from the use of oral contrast agents. Experimental results demonstrate the effectiveness of the method and emphasize its computational efficiency.
  • Keywords
    Gaussian processes; computerised tomography; fast Fourier transforms; image enhancement; medical image processing; CT colonography; fast convolution techniques; fast pseudoenhancement correction; image filtering; linear shift-invariant Gaussian filters; Attenuation; Colonic polyps; Computed tomography; Convolution; Equations; Filtering; Kernel; Nonlinear filters; Tagging; Virtual colonoscopy; CT colonography; pseudo-enhancement artifact; shift-invariant filtering; shift-variant filtering;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2009 16th IEEE International Conference on
  • Conference_Location
    Cairo
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-5653-6
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2009.5414016
  • Filename
    5414016