inria-00629794, version 1
Polar Snakes: a fast and robust parametric active contour model
IEEE Int. Conf. on Image Processing (2009) 3013-3016
Résumé : We present in this paper a way to perform a fast and robust image segmentation and to track a contour along a sequence of images. Our approach is based on a dynamic deformable model. More precisely, we revisit the classical physics based-model to show the benefit of using a polar description to model the contour, in particular to cope with the well-known initialization problem. Indeed, we show that this way to proceed leads to diagonal and constant matrices in the equations of the snake evolution yielding therefore to a faster algorithm. Experimental results on image segmentation and contour tracking validate the efficiency of this new formulation.
- 1 : LAGADIC (INRIA - IRISA)
- CNRS : UMR6074 – INRIA – Université de Rennes 1
- Domaine : Informatique/Automatique
- inria-00629794, version 1
- http://hal.inria.fr/inria-00629794
- oai:hal.inria.fr:inria-00629794
- Contributeur : Christophe Collewet
- Soumis le : Jeudi 6 Octobre 2011, 15:54:41
- Dernière modification le : Jeudi 6 Octobre 2011, 16:44:57