• DocumentCode
    1857086
  • Title

    An automatic system for the estimation of generalized arteriolar narrowing in retinal images

  • Author

    Ruggeri, A. ; Grisan, E. ; De Luca, M.

  • fYear
    2007
  • fDate
    22-26 Aug. 2007
  • Firstpage
    6463
  • Lastpage
    6466
  • Abstract
    Generalized arteriolar narrowing, an eye fundus sign often seen in patients affected by hypertensive or diabetic retinopathies, is usually expressed by the arteriolar-to-venular diameter ratio (AVR), a numerical parameter derived from caliber measurements on specific vessels. We developed a system to compute AVR in a totally automatic way. Images are at first enhanced to highlight the vessel network, which is then traced by a vessel tracking algorithm. From the detected vessel structure, the position of the optic disc is derived and the region inside which the AVR data are to be measured is determined. Vessels within this region are labeled as either arteries or veins and their caliber is estimated from tracing data. From these values, the AVR parameter is computed. Results provided by this system have been compared with manually derived AVR values on 14 eye fundus images from normal and hypertensive subjects.
  • Keywords
    blood vessels; diseases; eye; image enhancement; medical image processing; arteriolar-to-venular diameter ratio; automatic system; diabetic retinopathy; eye fundus; generalized arteriolar narrowing; hypertensive retinopathy; optic disc; retinal images; vessel tracking algorithm; Area measurement; Arteries; Biomedical imaging; Cameras; Cardiovascular diseases; Hypertension; Medical diagnostic imaging; Pixel; Retina; Veins; Algorithms; Humans; Hypertension; Image Interpretation, Computer-Assisted; Retinal Artery; Retinal Vein;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
  • Conference_Location
    Lyon
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-0787-3
  • Type

    conf

  • DOI
    10.1109/IEMBS.2007.4353839
  • Filename
    4353839