• DocumentCode
    3352540
  • Title

    GALBF: Geodesic-Aided LBF method

  • Author

    Haiyong Xu ; Guotao Wang

  • Author_Institution
    Coll. of Sci. & Technol., Ningbo Univ., Ningbo, China
  • Volume
    1
  • fYear
    2011
  • fDate
    12-14 Aug. 2011
  • Firstpage
    368
  • Lastpage
    372
  • Abstract
    In this paper, we propose a new active contour model that can be used to segment images with intensity inhomogeneities. The proposed method integrates geodesic curves with LBF method. We refer to this as the Geodesic-Aided LBF method. Moreover, a novel method based on local information for variational level set is added to the level set regularization term in the energy functional. It can not only ensure accurate computation, but also avoid expensive re-initialization of the level set function. Experiments on synthetic and real images demonstrate the advantages of the proposed model over the C-V model and the LBF model in terms of efficiency.
  • Keywords
    differential geometry; image segmentation; C-V model; GALBF; active contour model; geodesic curves; geodesic-aided LBF method; image segmentation; intensity inhomogeneities; Active contours; Capacitance-voltage characteristics; Computational modeling; Image edge detection; Image segmentation; Level set; Mathematical model; Active Contour; C-V Model; Geodesic Active Contour; Image Segmentation; LBF Model; Level set;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronic and Mechanical Engineering and Information Technology (EMEIT), 2011 International Conference on
  • Conference_Location
    Harbin, Heilongjiang, China
  • Print_ISBN
    978-1-61284-087-1
  • Type

    conf

  • DOI
    10.1109/EMEIT.2011.6022954
  • Filename
    6022954