• DocumentCode
    2305199
  • Title

    A Colour Normalization Method for Giemsa-Stained Blood Cell Images

  • Author

    Tek, F. Boray ; Dempster, Andrew G. ; Kale, Izzet

  • Author_Institution
    Appl. DSP & VLSI Res. Group, Univ. of Westminster, London
  • fYear
    2006
  • fDate
    17-19 April 2006
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    This paper presents a novel method for the color normalization of Giemsa-stained peripheral blood cell images. The normalization is applied separately to the foreground and background regions. A rough estimation of the foreground-background regions is done by mathematical morphology and followed by a refined segmentation using histograms of these regions. Then an illumination independent response is calculated using the background region. The normalization is completed by transforming the foreground region according to a reference set. The proposed method has been tested on many images and has been found successful
  • Keywords
    blood; image segmentation; mathematical morphology; medical image processing; Giemsa-stained blood cell image; colour normalization method; foreground-background region; mathematical morphology; rough estimation; Australia; Blood; Cells (biology); Digital signal processing; Histograms; Lighting; Morphology; Testing; Very large scale integration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Communications Applications, 2006 IEEE 14th
  • Conference_Location
    Antalya
  • Print_ISBN
    1-4244-0238-7
  • Type

    conf

  • DOI
    10.1109/SIU.2006.1659768
  • Filename
    1659768