• DocumentCode
    2868853
  • Title

    Detection of vessels in a retinal image using decomposed pixel classification method

  • Author

    Sargan, Erman ; Kokturk, Basak Esin

  • Author_Institution
    Elektrik ve Elektron. Muhendisligi Bolumu, Izmir Yuksek Teknoloji Enstitusu, İzmir, Turkey
  • fYear
    2015
  • fDate
    16-19 May 2015
  • Firstpage
    974
  • Lastpage
    977
  • Abstract
    The aim of this study, determination of blood vessels on high dimensional retinal images using decomposed pixel classification method. In this work intensity histograms are obtained by using vectoral directions. Local minimum and local maximum points are found by using these histograms to detect location of vessels. In addition to this, vessel thickness information are detected by determining a threshold point on these histograms.
  • Keywords
    blood vessels; eye; image classification; image segmentation; medical image processing; object detection; blood vessels; decomposed pixel classification method; high dimensional retinal images; intensity histograms; local maximum points; local minimum points; retina vessel identification; threshold point; vectoral directions; vessel thickness information; vessels location detection; Biomedical imaging; Databases; Image segmentation; Retina; decomposed pixel classification method; retina vessel identification; retinal image analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Communications Applications Conference (SIU), 2015 23th
  • Conference_Location
    Malatya
  • Type

    conf

  • DOI
    10.1109/SIU.2015.7129994
  • Filename
    7129994
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2868853