• DocumentCode
    1564543
  • Title

    Optic Nerve Head Segmentation in HRT Images

  • Author

    Yang, Xu ; Morrow, Philip ; Scotney, B.

  • Author_Institution
    Sch. of Comput. & Inf. Eng., Ulster Univ., UK
  • fYear
    2006
  • Firstpage
    65
  • Lastpage
    68
  • Abstract
    Accurate segmentation of the optic nerve head (or optic disk) is very useful during the analysis and assessment of glaucoma in the eye. The Heidelberg retinal tomograph (HRT) can acquire high quality images of the optic disk and also allows three dimensional topographic measurements to be made. However, there are significant problems in optic disk segmentation due to having to deal with issues such as distractors along blood vessel edges; the extent of pallor in the optic disk or the very variable appearance of the optic nerve head itself. We propose a multi-scale region and boundary hybrid snake method to extract the optic disk. This model takes account of the vessel edge gradient direction and tries to avoid its force influence when evolving the snake. Experimental results are assessed using an overlap ratio.
  • Keywords
    biomedical optical imaging; blood vessels; boundary-elements methods; diseases; edge detection; endoscopes; eye; feature extraction; image segmentation; laser applications in medicine; medical image processing; splines (mathematics); B-spline model; Heidelberg retinal tomograph; blood vessel edge gradient direction; boundary hybrid snake method; confocal scanning laser ophthalmoscopy; glaucoma assessment; image quality; multiscale region; optic disk extraction; optic nerve head segmentation; three-dimensional topographic measurements; Biomedical imaging; Biomedical optical imaging; Blood vessels; Head; Image segmentation; Optical filters; Pixel; Reflectivity; Retina; Surfaces; Biomedical imaging; Image segmentation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2006 IEEE International Conference on
  • Conference_Location
    Atlanta, GA
  • ISSN
    1522-4880
  • Print_ISBN
    1-4244-0480-0
  • Type

    conf

  • DOI
    10.1109/ICIP.2006.312358
  • Filename
    4106467