• DocumentCode
    2248136
  • Title

    A projection model for Chan-Vese model in level set formulation and its Split Bregman algorithm

  • Author

    Zhang, Zhimei ; Pan, Zhenkuan ; Wang, Guodong ; Zhao, Ximei ; Ding, Jieyu

  • Author_Institution
    Coll. of Inf. Eng., Qingdao Univ., Qingdao, China
  • fYear
    2011
  • fDate
    17-19 Sept. 2011
  • Firstpage
    128
  • Lastpage
    131
  • Abstract
    In this paper, we propose a variational projection model to diffuse the evolution of Chan-Vese model (i.e., active contours without edges) to be close to a signed distance function, for which has a good geometric feature in level set function formulation. Then, by introducing an auxiliary variable and a Bregman iterative parameter, we build a fast numerical algorithm-a Split Bregman algorithm, for the proposed projection model. Finally, we apply the algorithm to both simulated and real images with different character and get the effective results.
  • Keywords
    feature extraction; image segmentation; iterative methods; Bregman iterative parameter; Chan-Vese model; Split Bregman algorithm; auxiliary variable; geometric feature; level set function formulation; signed distance function; variational projection model; Active contours; Capacitance-voltage characteristics; Computational modeling; Level set; Mathematical model; Numerical models; Shape; Chan-Vese model; Split Bregman algorithm; Variational model; level sets; signed distance function;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cybernetics and Intelligent Systems (CIS), 2011 IEEE 5th International Conference on
  • Conference_Location
    Qingdao
  • Print_ISBN
    978-1-61284-199-1
  • Type

    conf

  • DOI
    10.1109/ICCIS.2011.6070314
  • Filename
    6070314