• DocumentCode
    3093863
  • Title

    Lattice Boltzmann Method of Active Contour for Image Segmentation

  • Author

    Wang, ZhiQiang ; Yan, Zhuangzhi ; Chen, George

  • Author_Institution
    Shenzhen Inst. of Adv. Technol., Chinese Acad. of Sci., Shenzhen, China
  • fYear
    2011
  • fDate
    12-15 Aug. 2011
  • Firstpage
    338
  • Lastpage
    343
  • Abstract
    In this paper, Lattice Boltzmann Method (LBM) has been proposed to simulate the well known active contour model (the CV model) for image segmentation. The proposed method provides a new numerical solution for solving the level set equation of the active contour model. As a local and explicit scheme, the algorithm based on LBM is not only stable with large steps, but also overcomes the difficulty in parallel computing of most implicit difference approaches. Experimental results demonstrate that LBM is computationally more efficient than the semi-implicit discrete method of CV model.
  • Keywords
    image segmentation; lattice Boltzmann methods; parallel processing; Lattice Boltzmann method; active contour model; image segmentation; level set equation; parallel computing; semiimplicit discrete method; Active contours; Computational modeling; Image segmentation; Lattices; Level set; Mathematical model; Numerical models;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Graphics (ICIG), 2011 Sixth International Conference on
  • Conference_Location
    Hefei, Anhui
  • Print_ISBN
    978-1-4577-1560-0
  • Electronic_ISBN
    978-0-7695-4541-7
  • Type

    conf

  • DOI
    10.1109/ICIG.2011.138
  • Filename
    6005582