• DocumentCode
    672645
  • Title

    Modified HL contrast enhancement technique for breast MR images

  • Author

    Chong, Sau Siong ; Sim, K.S. ; Nia, M.E.

  • Author_Institution
    Fac. of Eng. & Technol., Multimedia Univ., Cyberjaya, Malaysia
  • fYear
    2013
  • fDate
    8-10 Oct. 2013
  • Firstpage
    360
  • Lastpage
    364
  • Abstract
    Magnetic resonance imaging (MRI) has higher sensitivity than mammography in breast cancer detection. However, the low contrast images produced often process difficulties in segmenting the images into regions of interest. There are various contrast enhancement techniques proposed over the years. Although these techniques shows evident contrast enhancement on general images, most of them are not suitable to apply to breast MRI images due to large portion of dark background and close gray levels between grandular tissues and fatty tissues. In this paper, a modified version of hyperbolic logarithm contrast enhancement technique is introduced. Comparisons are made visually and statistically with several existing contrast enhancement techniques.
  • Keywords
    biomedical MRI; cancer; image enhancement; medical image processing; breast MR images; breast MRI images; breast cancer detection; hyperbolic logarithm contrast enhancement technique; magnetic resonance imaging; modified HL contrast enhancement technique; Biomedical imaging; Brightness; Histograms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal and Image Processing Applications (ICSIPA), 2013 IEEE International Conference on
  • Conference_Location
    Melaka
  • Print_ISBN
    978-1-4799-0267-5
  • Type

    conf

  • DOI
    10.1109/ICSIPA.2013.6708033
  • Filename
    6708033