Second order variational models for image texture analysis

Abstract : We present variational models to perform texture analysis and/or extraction for image processing. We focus on second order decomposition models. Variational decomposition models have been studied extensively during the past decades. The most famous one is the Rudin-Osher-Fatemi model. We first recall most classical first order models . Then we deal with second order ones : we detail the mathematical framework, theoretical models and numerical implementation. We end with two 3D applications. Eventually, an appendix includes the mathematical tools that are used to perfom this study and Matlab codes are provided.
Type de document :
Article dans une revue
Advances in Imaging and Electron Physics, Elsevier, 2014, 181, pp.35-124. 〈10.1016/B978-0-12-800091-5.00002-1〉
Liste complète des métadonnées

Littérature citée [82 références]  Voir  Masquer  Télécharger

https://hal.archives-ouvertes.fr/hal-00823862
Contributeur : Maïtine Bergounioux <>
Soumis le : samedi 18 mai 2013 - 12:04:04
Dernière modification le : jeudi 3 mai 2018 - 15:32:06
Document(s) archivé(s) le : lundi 19 août 2013 - 02:55:11

Fichier

textureAIEP.pdf
Fichiers produits par l'(les) auteur(s)

Identifiants

Collections

Citation

Maïtine Bergounioux. Second order variational models for image texture analysis. Advances in Imaging and Electron Physics, Elsevier, 2014, 181, pp.35-124. 〈10.1016/B978-0-12-800091-5.00002-1〉. 〈hal-00823862〉

Partager

Métriques

Consultations de la notice

364

Téléchargements de fichiers

930