• DocumentCode
    3354905
  • Title

    Comparison of 3D Segmentation Algorithms for Medical Imaging

  • Author

    Bulu, Hakan ; Alpkoçak, Adil

  • Author_Institution
    Bilgisayar Miihendisligi Bolumu, Dokuz Eylul Univ., Izmir, Turkey
  • fYear
    2007
  • fDate
    11-13 June 2007
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In this paper we present an evaluation of four different 3D segmentation algorithms with respect to their performance on three different CT Data Sets. The segmentation algorithms evaluated in this study are seeded region growing, volumetric segmentation using WEIBULL E SD fields, automatic multilevel thresholding by using OTSU method and unseeded region growing. The main results gained from our experimentation and implementation details are presented.
  • Keywords
    Weibull distribution; computerised tomography; image segmentation; medical image processing; 3D segmentation algorithm; CT data set; OTSU method; Weibull distribution; computerised tomography; medical imaging; Biomedical imaging; Computed tomography; Image segmentation; Magnetic resonance imaging; Medical tests; Modems; Performance evaluation; Solid modeling; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Communications Applications, 2007. SIU 2007. IEEE 15th
  • Conference_Location
    Eskisehir
  • Print_ISBN
    1-4244-0719-2
  • Electronic_ISBN
    1-4244-0720-6
  • Type

    conf

  • DOI
    10.1109/SIU.2007.4298660
  • Filename
    4298660
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3354905