Stochastic model for curvilinear structure reconstruction using morphological profiles - Inria - Institut national de recherche en sciences et technologies du numérique Accéder directement au contenu
Communication Dans Un Congrès Année : 2015

Stochastic model for curvilinear structure reconstruction using morphological profiles

Résumé

In this work, we propose a stochastic model for curvilinear structure reconstruction using morphological profiles of path opening operator. We apply the support vector machine classifier to obtain initial probabilities to belong to line network for each pixel. Then, we formulate a stochastic optimization problem that detects line segments corresponding to the latent curvilinear structure in a scene. Experimental results on DNA filament and remote sensing images validate the effectiveness of the proposed algorithm when compared to other recent methods.
Fichier principal
Vignette du fichier
2015_ICIP_SGJEONG_CAMREADY.pdf (4.44 Mo) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-01152932 , version 1 (03-06-2015)

Identifiants

  • HAL Id : hal-01152932 , version 1

Citer

Seong-Gyun Jeong, Yuliya Tarabalka, Josiane Zerubia. Stochastic model for curvilinear structure reconstruction using morphological profiles. ICIP 2015 - IEEE International Conference on Image Processing, IEEE, Sep 2015, Quebec City, Canada. ⟨hal-01152932⟩
157 Consultations
218 Téléchargements

Partager

Gmail Facebook X LinkedIn More