• DocumentCode
    384378
  • Title

    Variable neighborhood search for geometrically deformable templates

  • Author

    Lalonde, Marc ; Gagnon, Langis

  • Author_Institution
    Vision & Imaging Team, CRIM, Montreal, Que., Canada
  • Volume
    2
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    689
  • Abstract
    This paper proposes two modifications to the geometrically deformable template model. First, the optimization stage originally based on simulated annealing is replaced with a meta-heuristic called Variable Neighborhood Search that treats simulated annealing as a local search tool. Second, an affine deformation energy is introduced to improve the quality of the search. An example of optic disc segmentation in an ophthalmic image is given.
  • Keywords
    genetic algorithms; image segmentation; search problems; affine deformation energy; geometrically deformable templates; local search tool; meta-heuristic; ophthalmic image; optic disc segmentation; search quality; simulated annealing; variable neighborhood search; Biomedical imaging; Biomedical optical imaging; Deformable models; Nonlinear optics; Optical imaging; Research and development; Shape; Simulated annealing; Solid modeling; Spline;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 2002. Proceedings. 16th International Conference on
  • ISSN
    1051-4651
  • Print_ISBN
    0-7695-1695-X
  • Type

    conf

  • DOI
    10.1109/ICPR.2002.1048395
  • Filename
    1048395