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18th International Conference on Pattern Recognition (ICPR'06) Volume 2
A Charged Geometric Model for Active Contours
Hong Kong
August 20-August 24
ISBN: 0-7695-2521-0
Ronghua Yang, University of Bristol, Bristol BS8 1UB, England
Majid Mirmehdi, University of Bristol, Bristol BS8 1UB, England
This paper presents a new deformable model based on charged particle dynamics and geometric contour propagation. It detects object boundaries with a charged active contour that propagates under the influence of Lorentz forces in an image-based electrostatic field. We make use of level set representation to allow topological changes to be handled naturally. Also, we build on the centre of divergence concept towards automatic initialisation.
Citation:
Ronghua Yang, Majid Mirmehdi, "A Charged Geometric Model for Active Contours," icpr, vol. 2, pp.183-186, 18th International Conference on Pattern Recognition (ICPR'06) Volume 2, 2006
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