Simulated Static Electric Field (SSEF) Snake for Deformable Models

  • Authors:
  • Dan Yuan;Siwei Lu

  • Affiliations:
  • -;-

  • Venue:
  • ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 1 - Volume 1
  • Year:
  • 2002

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Abstract

In this paper, a novel design of external force for snake is proposed. This kind of external force is actually a field, which we call the Simulated Static Electric Field (SSEF). This field is created by simulated static electric charges, and the forces in this field are computed by the Coulomb's Law which is used in the analysis of static charge fields. The existing problems, such as the capture range, initialization, noise sensitivity and poor convergence to concavities, which appeared in the other designs of snake can be largely solved by this new scheme. Also, cracked boundaries extracted from real images can be located. Several comparisons with Gradient Vector Flow (GVF) snake are presented in this paper to show the performance of our snake.