Diffusing Vector Field of Gray-Scale Images for Image Segmentation

  • X. D. Zhuang
  • N. E. Mastorakis
Conference paper
Part of the Lecture Notes in Electrical Engineering book series (LNEE, volume 27)


In this paper, a novel vector field transform is proposed for gray-scale images, which is based on the electrostatic analogy. By introducing the item of gray-scale difference into the repulsion vector between image points, the diffusing vector field is obtained by the transform. Then the primitive areas can be extracted based on the diffusing vector field with a proposed area-expanding method. A new image segmentation method is then presented by merging primitive areas. The experimental results prove the effectiveness of the proposed image segmentation method.


Vector Field Image Segmentation Test Image Image Point Background Area 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.


  1. 1.
    YuJin Z (1999) Image engineering: image processing and analysis. TUP Press, Beijing, ChinaGoogle Scholar
  2. 2.
    Hurley DJ, Nixon MS, Carter JN (2005) Force field feature extraction for ear biometrics. Comput Vis Image Und 98(3):491–512CrossRefGoogle Scholar
  3. 3.
    Hurley DJ, Nixon MS, Carter JN (1999) Force field energy functionals for image feature extraction. In: Proceedings of the British machine vision conference, pp 604–613Google Scholar
  4. 4.
    Luo B, Cross AD, Hancock ER (1999) Corner detection via topographic analysis of vector potential. Pattern Recogn Lett 20(6):635–650CrossRefGoogle Scholar
  5. 5.
    Ahuja N, Chuang JH (1997) Shape representation using a generalized potential field model. IEEE T PAMI 19(2):169–176Google Scholar
  6. 6.
    Grogorishin T, Abdel-Hamid G, Yang YH (1996) Skeletonization: An electrostatic field-based approach. Pattern Anal Appl 1(3):163–177Google Scholar
  7. 7.
    Abdel-Hamid G, Yang YH (1994) Multiscale skeletonization: an electrostatic field-based approach. In: Proc. IEEE international conference on image processing. Austin, Texas, 1:949–953CrossRefGoogle Scholar
  8. 8.
    Grant IS, Phillips WR (1990) Electromagnetism. 2nd ed. WileyGoogle Scholar

Copyright information

© Springer Science+Business Media, LLC 2009

Authors and Affiliations

  • X. D. Zhuang
    • 1
  • N. E. Mastorakis
    • 1
  1. 1.WSEAS Headquarters, Agiou Ioannou Theologou 17–2315773, ZografouGreece

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