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Segmentation of Deformable Templates With Level Sets Characterized By Particle Systems

Abstract : In this work is presented a method for the segmentation of deformable structures using a formulation of level-sets with particles system. This results in an original energetic formulation, and leads to a fast and robust methodfor computing the segmentation. Initialization is performed with the help of skeleton techniques, providing a stable and coherent initialization. It is possible to add or delete particles during the minimization process, and the use of particles systems makes it possible to contemplate hierarchical representations. The global shape is then represented by few control points, and more precision is obtained by locally adding new particles.
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https://hal.inria.fr/inria-00423796
Contributor : H. Yahia Connect in order to contact the contributor
Submitted on : Monday, October 12, 2009 - 6:02:42 PM
Last modification on : Thursday, February 3, 2022 - 11:14:19 AM

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Hussein Yahia, Jean-Paul Berroir. Segmentation of Deformable Templates With Level Sets Characterized By Particle Systems. ICPR - International Conference on Pattern Recognition, Aug 1998, Brisbane, Australia. pp.1421-1423, ⟨10.1109/ICPR.1998.711969⟩. ⟨inria-00423796⟩

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