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Geometric Potential Force for the Deformable Model

2009

Conference Paper

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We propose a new external force field for deformable models which can be conve- niently generalized to high dimensions. The external force field is based on hypothesized interactions between the relative geometries of the deformable model and image gradi- ents. The evolution of the deformable model is solved using the level set method. The dynamic interaction forces between the geometries can greatly improve the deformable model performance in acquiring complex geometries and highly concave boundaries, and in dealing with weak image edges. The new deformable model can handle arbi- trary cross-boundary initializations. Here, we show that the proposed method achieve significant improvements when compared against existing state-of-the-art techniques.

Author(s): Si Yong Yeo and Xianghua Xie and Igor Sazonov and Perumal Nithiarasu
Book Title: The 20th British Machine Vision Conference
Pages: 1-11
Year: 2009

Department(s): Perceiving Systems
Bibtex Type: Conference Paper (inproceedings)
Paper Type: Conference

BibTex

@inproceedings{Yeo:BMVC:2009,
  title = {Geometric Potential Force for the Deformable Model},
  author = {Yeo, Si Yong and Xie, Xianghua and Sazonov, Igor and Nithiarasu, Perumal},
  booktitle = {The 20th British Machine Vision Conference},
  pages = {1-11},
  year = {2009}
}