• DocumentCode
    3180140
  • Title

    Colour image enhancement techniques for acute Leukaemia blood cell morphological features

  • Author

    Aimi Salihah, A.N. ; Mashor, M.Y. ; Harun, Nor Hazlyna ; Rosline, H.

  • Author_Institution
    Electron. & Biomed. Intell. Syst. (EBItS), Univ. Malaysia Perlis, Arau, Malaysia
  • fYear
    2010
  • fDate
    10-13 Oct. 2010
  • Firstpage
    3677
  • Lastpage
    3682
  • Abstract
    Image enhancement plays an important role in computer vision and image processing. In this paper, image enhancement was used to eliminate the background noise and improve the image quality for the purpose of determining the focal areas such as nucleus, Auer rode and nucleoli in acute leukaemia images. In this paper, the use of three contrast enhancement techniques for colour images using RGB components is proposed. The three contrast enhancement techniques are partial contrast, bright stretching and dark stretching. The contrast enhancement techniques enhance the morphological features of acute leukaemia images to ease the leukaemia classification between Acute Lymphoblastic Leukaemia (ALL) and Acute Myelogenous Leukaemia (AML). The results show that partial contrast is the best technique that helps to improve the image visibility while preserving the significant features of acute leukaemia images. Hence, the resultant images would become useful to Hematologists for further analysis of acute leukaemia.
  • Keywords
    image colour analysis; image denoising; image enhancement; medical image processing; acute leukaemia blood cell morphological features; acute lymphoblastic leukaemia; acute myelogenous leukaemia; auer rode; background noise eliminate; colour image enhancement; computer vision; hematologists; image processing; image quality; nucleoli; nucleus; Blood; Hospitals; Leukaemia; bright and dark stretching; contrast enhancement; image processing; partial contrast;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
  • Conference_Location
    Istanbul
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4244-6586-6
  • Type

    conf

  • DOI
    10.1109/ICSMC.2010.5641867
  • Filename
    5641867