• DocumentCode
    714769
  • Title

    Interactive segmentatition implementation

  • Author

    Alasu, Serdar ; Talu, Muhammed Fatih

  • Author_Institution
    Bilgisayar Muhendisligi Bolumu, Inonu Univ., Malatya, Turkey
  • fYear
    2015
  • fDate
    16-19 May 2015
  • Firstpage
    2623
  • Lastpage
    2626
  • Abstract
    This paper includes a geodesic distance based interactive segmentation algorithm´s Matlab implementation. In the Matlap implementation, a graphic interface by which user creates foreground and background scribbles over the image has been designed. The first step of the algorithm is based on the modelling of the color values on the scribbles and the calculation of foreground/background probabilities of all pixels in the image. In the second step, the calculated probabilities values are accepted as weight values and the segmentation process has been implemented more precision by using geodesic distance method. It can be show that to able to produce precise segmentation results in real-time, the algorithm can be used especially in medical image segmentation applications.
  • Keywords
    image segmentation; medical image processing; color values; geodesic distance; graphic interface; interactive segmentation; medical image segmentation applications; segmentation process; weight values; Algorithm design and analysis; Biomedical imaging; Computer vision; Image segmentation; MATLAB; Mathematical model; Probability; Interactive segmentation; weighted geodesic distance;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Communications Applications Conference (SIU), 2015 23th
  • Conference_Location
    Malatya
  • Type

    conf

  • DOI
    10.1109/SIU.2015.7130426
  • Filename
    7130426