• DocumentCode
    649915
  • Title

    Thresholding approaches for extracting optic disc in digital fundus image

  • Author

    Thulasi, N. ; Sikamani, K. Thirunadana

  • Author_Institution
    St. Peter´s Univ., Chennai, India
  • fYear
    2013
  • fDate
    3-3 July 2013
  • Firstpage
    199
  • Lastpage
    201
  • Abstract
    In this paper, thresholding approaches are analyzed to locate the optic disc in colour fundus image. The approaches used in the system are the well known Otsu thresholding and iterative thresholding technique. As green plane in the fundus image provides best contrast, it is used to extract the Region of Interest (ROI). Before extracting ROI, it is necessary to de-noise the image. Median filtering is applied for this purpose. Then ROI is extracted based on the intensity value of the optic disc. To locate the optic disc region Otsu and iterative techniques are applied. Results show that the location of optic disc identified by iterative thresholding technique is better than the Otsu method.
  • Keywords
    eye; feature extraction; image colour analysis; image denoising; image segmentation; iterative methods; median filters; medical image processing; Otsu thresholding; ROI extraction; colour fundus image; digital fundus image; image contrast; image denoising; iterative thresholding technique; median filtering; optic disc extraction; optic disc intensity value; region of interest; Median filter; Optic disc; Otsu thresholding; iterative thresholding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Current Trends in Engineering and Technology (ICCTET), 2013 International Conference on
  • Conference_Location
    Coimbatore
  • Print_ISBN
    978-1-4799-2583-4
  • Type

    conf

  • DOI
    10.1109/ICCTET.2013.6675945
  • Filename
    6675945