From snakes to region-based active contours defined by region-dependent parameters

Abstract : This synthetic paper deals with image and sequence segmentation when looking at the segmentation task from a criterion optimization point of view. Such a segmentation criterion involves so-called (boundary and region) descriptors which, in the general case, may depend on their respective boundary or region. This dependency must be taken into account when computing the criterion derivative with respect to the unknown object domain (defined by its boundary). If not, some correctional terms may be omitted. This article focuses computing the derivative of the segmentation criterion using a dynamic scheme. The presented scheme is general enough to provide a framework for a wide variety of applications in segmentation. It also provides a theoretical meaning to the active contour philosophy.
Type de document :
Article dans une revue
Applied optics, Optical Society of America, 2004, 43 (2), pp.247-256. <10.1364/AO.43.000247>
Liste complète des métadonnées

https://hal.archives-ouvertes.fr/hal-00331466
Contributeur : Image Greyc <>
Soumis le : jeudi 16 janvier 2014 - 15:43:26
Dernière modification le : mercredi 23 mars 2016 - 14:52:16

Fichier

applied-optics.pdf
Fichiers produits par l'(les) auteur(s)

Identifiants

Collections

Citation

Stéphanie Jehan-Besson, Muriel Gastaud, Frédéric Precioso, Michel Barlaud, Gilles Aubert, et al.. From snakes to region-based active contours defined by region-dependent parameters. Applied optics, Optical Society of America, 2004, 43 (2), pp.247-256. <10.1364/AO.43.000247>. <hal-00331466>

Partager

Métriques

Consultations de
la notice

233

Téléchargements du document

52