• DocumentCode
    3168444
  • Title

    Automated detection of Optic Disc for the analysis of retina using color fundus image

  • Author

    Zubair, Mohammad ; Yamin, Abid ; Khan, Shoab Ahmed

  • Author_Institution
    Dept. of Comput. Eng., NUST, Rawalpindi, Pakistan
  • fYear
    2013
  • fDate
    22-23 Oct. 2013
  • Firstpage
    239
  • Lastpage
    242
  • Abstract
    Optic Disc (OD) behaves as a landmark in a fundus image for the localization of other major parts of the eye like macula region, fovea and the network of blood vessels. OD can be seen as a quite distinct bright region in a colored fundus image. In our proposed method the high intensity value of the optic disc is used for its detection. First the optic disc is detected by applying preprocessing steps for enhancement like Contrast-Limited Adaptive Histogram Equalization (CLAHE), contrast stretching transformation and extended minima transformation. OD free image is obtained by applying morphological opening and closing operations on the preprocessed image. A sensitivity, specificity and accuracy of 100%, 98.25% and 98.65% is achieved respectively on 1200 images from publically available database MESSIDOR. Compared with state of the art, the proposed technique has reasonable accuracy using less computing power and processing time.
  • Keywords
    biomedical optical imaging; blood vessels; eye; image colour analysis; image enhancement; medical image processing; CLAHE enhancement; MESSIDOR database; blood vessel network; bright region; color fundus image; contrast stretching transformation; contrast-limited adaptive histogram equalization; extended minima transformation; eye like macula region; fovea; morphological closing operations; morphological opening operations; optic disc detection; optic disc free image; retina analysis; Biomedical optical imaging; Electronic mail; Image segmentation; Optical imaging; Optical sensors; Sensitivity; blood vessels; disc diameter; fovea; macula; optic cup; optic disc; retina;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Imaging Systems and Techniques (IST), 2013 IEEE International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4673-5790-6
  • Type

    conf

  • DOI
    10.1109/IST.2013.6729698
  • Filename
    6729698