• DocumentCode
    598665
  • Title

    Research on three-dimensional reconstruction of the liver CT images

  • Author

    Ma, Rui ; Liu, Pengpeng ; Chang, Hui ; Zhang, Yan ; Li, Qingxia

  • Author_Institution
    School of Software, Beijing Institute of Technology, 100081, China
  • fYear
    2012
  • fDate
    11-13 Aug. 2012
  • Firstpage
    343
  • Lastpage
    346
  • Abstract
    To get the liver image segmentation from the whole abdominal medical image lays the foundation of liver three-dimensional reconstruction system, in that a good image segmentation result really makes a big difference in the three-dimensional reconstruction. This paper focuses on the research into Graph Cuts image segmentation algorithm, especially its energy function. Improved Gaussian distribution which represents the similarity probability of the gray values between adjacent nodes is selected as the energy function in this paper to do the realization of the liver image segmentation. Then the Ray Casting algorithm was adopted to achieve the three-dimensional reconstruction image of liver. Experiments show that good results have been achieved in the segmentation and three-dimensional reconstruction for liver image.
  • Keywords
    Abstracts; Biomedical imaging; Image reconstruction; Image segmentation; Liver; Operating systems; Energy function; Gaussian distribution; Graph Cuts; image segmentation; liver three-dimensional reconstruction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Granular Computing (GrC), 2012 IEEE International Conference on
  • Conference_Location
    Hangzhou, China
  • Print_ISBN
    978-1-4673-2310-9
  • Type

    conf

  • DOI
    10.1109/GrC.2012.6468681
  • Filename
    6468681