• DocumentCode
    261638
  • Title

    Artifact reduction in multiscale contrast enhancement for digital radiography

  • Author

    Ostojic, Vladimir ; Starcevic, Dorde ; Petrovic, Vladimir

  • Author_Institution
    Dept. for Power, Univ. of Novi Sad, Novi Sad, Serbia
  • fYear
    2014
  • fDate
    25-27 Nov. 2014
  • Firstpage
    513
  • Lastpage
    516
  • Abstract
    Nonlinear multiscale detail and contrast manipulation of digital radiographic images produces artefacts that reduce the fidelity of the image and have a distracting effect on the observer. These artefacts are most prominent on the borders of highly exposed parts of the image, like the skin line region. In this paper we present a novel method for multiscale image detail, local and global contrast enhancement that adapts to local exposure level and thus reduces the artefacts´ saliency. Proposed algorithm was incorporated into the digital radiography framework and compared to a reference one without adaptation to intensity. Evaluation on 60 images of different anatomies from different patients showed that the proposed algorithm performs better or equal to the reference one in 93% of the cases without manual adjustment of the parameters.
  • Keywords
    image enhancement; medical image processing; radiography; artifact reduction; contrast manipulation; digital radiographic images; digital radiography; digital radiography framework; global contrast enhancement; local contrast enhancement; multiscale contrast enhancement; Diagnostic radiography; Dynamic range; Image coding; Laplace equations; Skin; X-ray imaging; digital radiography; image enhancement; multiscale methods; nonlinear processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Telecommunications Forum Telfor (TELFOR), 2014 22nd
  • Conference_Location
    Belgrade
  • Print_ISBN
    978-1-4799-6190-0
  • Type

    conf

  • DOI
    10.1109/TELFOR.2014.7034459
  • Filename
    7034459