• xmlui.mirage2.page-structure.header.title
    • français
    • English
  • Aide
  • Connexion
  • Langue 
    • Français
    • English
Consulter le document 
  •   Accueil
  • CEREMADE (UMR CNRS 7534)
  • CEREMADE : Publications
  • Consulter le document
  •   Accueil
  • CEREMADE (UMR CNRS 7534)
  • CEREMADE : Publications
  • Consulter le document
JavaScript is disabled for your browser. Some features of this site may not work without it.

Afficher

Toute la baseCentres de recherche & CollectionsAnnée de publicationAuteurTitreTypeCette collectionAnnée de publicationAuteurTitreType

Mon compte

Connexion

Enregistrement

Statistiques

Documents les plus consultésStatistiques par paysAuteurs les plus consultés
Thumbnail - No thumbnail

Piecewise Geodesics for Vessel Centerline Extraction and Boundary Delineation with Application to Retina Segmentation

Chen, Da; Cohen, Laurent D. (2015), Piecewise Geodesics for Vessel Centerline Extraction and Boundary Delineation with Application to Retina Segmentation, dans Jean-François Aujol, Mila Nikolova, Nicolas Papadakis, Scale Space and Variational Methods in Computer Vision 5th International Conference, SSVM 2015, Lège-Cap Ferret, France, May 31 - June 4, 2015, Proceedings, Springer : Berlin Heidelberg, p. 270-281. 10.1007/978-3-319-18461-6_22

Type
Communication / Conférence
Lien vers un document non conservé dans cette base
https://hal.archives-ouvertes.fr/hal-01250017
Date
2015
Titre de l'ouvrage
Scale Space and Variational Methods in Computer Vision 5th International Conference, SSVM 2015, Lège-Cap Ferret, France, May 31 - June 4, 2015, Proceedings; SSVM'15
Auteurs de l’ouvrage
Jean-François Aujol, Mila Nikolova, Nicolas Papadakis
Éditeur
Springer
Ville d’édition
Berlin Heidelberg
Isbn
978-3-319-18460-9
Pages
270-281
Identifiant publication
10.1007/978-3-319-18461-6_22
Métadonnées
Afficher la notice complète
Auteur(s)
Chen, Da

Cohen, Laurent D.
Résumé (EN)
Geodesic methods have been widely applied to image analysis [17]. In this paper, we propose an automatic anisotropic fast marching based geodesic method to extract the centrelines of retinal vessel segments and their boundaries. Our method is related to the geodesic or minimal path technique which is particularly efficient to extract a tubular shape, such as a blood vessel. The proposed method consists of a set of pairs of points. Each pair of points provides the Initial point and Target point for one geodesic. For each pair of Initial point and Target point, we calculate a special Riemannian metric with an additional Radius dimension to constrain the fast marching propagation so that our method can get a nice path without any shortcut. The given pairs of points can be easily obtained from a pre-segmented skeletonized image by any vessel detection filter like Hessian or Oriented Flux method. Experimental results demonstrate that our method can extract vessel segments at a finer scale, with increased accuracy.
Mots-clés
Geodesic; Minimal path; Tubular structure extraction; Retinal vessel segmentation; Anisotropic fast marching

Publications associées

Affichage des éléments liés par titre et auteur.

  • Vignette de prévisualisation
    Interactive Retinal Vessel Centreline Extraction and Boundary Delineation Using Anisotropic Fast Marching and Intensities Consistency 
    Chen, Da; Cohen, Laurent D. (2015) Communication / Conférence
  • Vignette de prévisualisation
    Geodesic voting methods: overview, extensions and application to blood vessel segmentation 
    Cohen, Laurent D.; Rouchdy, Youssef (2013) Article accepté pour publication ou publié
  • Vignette de prévisualisation
    New Elastica Geodesic Approach with Convexity Shape Prior for Region-based Active Contours and Image Segmentation 
    Chen, Da; Mirebeau, Jean-Marie; Tai, Xue-Cheng; Cohen, Laurent D. (2021) Document de travail / Working paper
  • Vignette de prévisualisation
    Vessel Extraction Using Crossing-Adaptive Minimal Path Model with Anisotropic Enhancement and Curvature Constraint 
    Liu, Li; Chen, Da; Cohen, Laurent D.; Huazhong, Shu; Pâques, Michel (2019) Communication / Conférence
  • Vignette de prévisualisation
    A New Feature Coherence-Penalized DynamicMinimal Path Model for Tubularity Centerline Delineation 
    Chen, Da; Cohen, Laurent D. (2018) Communication / Conférence
Dauphine PSL Bibliothèque logo
Place du Maréchal de Lattre de Tassigny 75775 Paris Cedex 16
Tél. : 01 44 05 40 94
Contact
Dauphine PSL logoEQUIS logoCreative Commons logo