• DocumentCode
    447552
  • Title

    A curve tracing algorithm using level set based affine transforms

  • Author

    Lam, Benson S Y ; Van, H.

  • Author_Institution
    Dept. of Comput. Eng. & Inf. Technol., City Univ. of Hong Kong, Kowloon, China
  • Volume
    3
  • fYear
    2005
  • fDate
    10-12 Oct. 2005
  • Firstpage
    2667
  • Abstract
    Existing curve tracing algorithms drive an evolving curve to the mean or median of the data. However, if the data set contains heavy noise, these algorithms may not produce correct results. In this paper, we introduce a level set based affine transform method to enhance the capability of a class of fuzzy curve tracing algorithms. The essential idea of our approach is to drive the initial curve towards the object data using level sets as well as affine transforms. Experimental results show that the proposed method can enhance fuzzy curve tracing algorithms for dealing with the data corrupted by noise.
  • Keywords
    affine transforms; curve fitting; image processing; corrupted data; fuzzy curve tracing algorithm; image processing; level set based affine transform; noise; Clustering algorithms; Data engineering; Data mining; Drives; Equations; Fuzzy sets; Image processing; Information technology; Level set; Shape; Affine transform; Fuzzy curve-tracing (FCT) algorithm; Level set method; Pattern thinning; Skeletonization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2005 IEEE International Conference on
  • Print_ISBN
    0-7803-9298-1
  • Type

    conf

  • DOI
    10.1109/ICSMC.2005.1571552
  • Filename
    1571552