• DocumentCode
    2074667
  • Title

    Parametric representation of the retinal temporal arcade

  • Author

    Oloumi, Faraz ; Rangayyan, Rangaraj M. ; Ells, Anna L.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Calgary, Calgary, AB, Canada
  • fYear
    2010
  • fDate
    3-5 Nov. 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Monitoring the openness of the temporal arcade and how it changes over time can facilitate improved diagnosis and optimized treatment of plus disease and retinopathy of prematurity. We propose methods for the detection and parametric modeling of the temporal arcade, including Gabor filters to detect retinal vessels and the Hough transform to detect and parameterize parabolic forms. Results obtained with 40 images compared with parabolic models fitted to hand-drawn traces of the temporal arcade indicate a correlation coefficient of 0.97 for the openness and a mean error of 15 pixels (0.3 mm) in the vertex.
  • Keywords
    Gabor filters; Hough transforms; biomedical optical imaging; blood vessels; diseases; eye; medical image processing; Gabor filters; Hough transform; parabolic forms; plus disease; retinal temporal arcade parametric representation; retinal vessels; retinopathy of prematurity; temporal arcade detection; temporal arcade openness monitoring; temporal arcade parametric modeling; Computational modeling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology and Applications in Biomedicine (ITAB), 2010 10th IEEE International Conference on
  • Conference_Location
    Corfu
  • Print_ISBN
    978-1-4244-6559-0
  • Type

    conf

  • DOI
    10.1109/ITAB.2010.5687722
  • Filename
    5687722