• DocumentCode
    2898517
  • Title

    Blood vessel tracking technique for optic nerve localisation for field 1-3 color fundus images

  • Author

    Lam, Hwee Keong ; Chutatape, Opas

  • Author_Institution
    Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
  • Volume
    3
  • fYear
    2003
  • fDate
    15-18 Dec. 2003
  • Firstpage
    1437
  • Abstract
    This paper considers the problem of locating the optic nerve center, a place where the blood vessel and nerve emanate. Our algorithm first identifies the main blood vessel, which is characterized by large width and dark red color, by using amplitude modified second-order Gaussian filter. The optic nerve center is then found by tracking along this main blood vessel to a convergence point. 80 ocular fundus images of various spatial resolutions with and without disease conditions were tested and a success rate of 86% for finding the optic nerve is achieved. It should be stressed that the by-product of this algorithm, i.e. the main blood vessel found, can be used to segment the entire blood vessel network by exploiting their interconnectivity.
  • Keywords
    Gaussian processes; blood vessels; image colour analysis; medical image processing; neurophysiology; blood vessel tracking technique; color fundus images; ocular fundus images; optic nerve center; second-order Gaussian filter; Biomedical imaging; Blood vessels; Convergence; Diseases; Image segmentation; Optical filters; Optical interconnections; Retina; Spatial resolution; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information, Communications and Signal Processing, 2003 and Fourth Pacific Rim Conference on Multimedia. Proceedings of the 2003 Joint Conference of the Fourth International Conference on
  • Print_ISBN
    0-7803-8185-8
  • Type

    conf

  • DOI
    10.1109/ICICS.2003.1292703
  • Filename
    1292703