• français
    • English
  • English 
    • français
    • English
  • Login
JavaScript is disabled for your browser. Some features of this site may not work without it.
BIRD Home

Browse

This CollectionBy Issue DateAuthorsTitlesSubjectsJournals BIRDResearch centres & CollectionsBy Issue DateAuthorsTitlesSubjectsJournals

My Account

Login

Statistics

View Usage Statistics

Geodesics via asymmetric Hear diffusion based on Finsler Metric

Thumbnail
Date
2018
Link to item file
https://hal.archives-ouvertes.fr/hal-02281619
Dewey
Traitement du signal
Sujet
geodesic; Finsler Metric
Conference name
14th Asian Conference on Computer Vision
Conference date
12-2018
Conference city
Perth
Conference country
Australia
Book title
Computer Vision – ACCV 2018
Publisher
Springer
Publisher city
Berlin Heidelberg
Year
2018
Pages number
XX, 727
ISBN
978-3-030-20872-1
Book URL
10.1007/978-3-030-20873-8
URI
https://basepub.dauphine.fr/handle/123456789/20119
Collections
  • CEREMADE : Publications
Metadata
Show full item record
Author
Cohen, Laurent D.
60 CEntre de REcherches en MAthématiques de la DEcision [CEREMADE]
Yang, Fang
60 CEntre de REcherches en MAthématiques de la DEcision [CEREMADE]
Chai, Li
Chen, Da
Type
Communication / Conférence
Item number of pages
371-386
Abstract (EN)
Current image segmentation involves strongly non-uniform, anisotropic and asymmetric measures of path length, which challenges available algorithms. In order to meet these challenges, this paper applies the Finsler metric to the geodesic method based on heat diffusion. This metric is non-Riemannian, anisotropic and asymmetric, which helps the heat to flow more on the features of interest. Experiments demonstrate the feasibility of the proposed method. The experimental results show that our algorithm is of strong robustness and effectiveness. The proposed method can be applied to contour detection and tubular structure segmentation in images, such as vessel segmentation in medical images and road extraction in satellite images and so on.

  • Accueil Bibliothèque
  • Site de l'Université Paris-Dauphine
  • Contact
SCD Paris Dauphine - Place du Maréchal de Lattre de Tassigny 75775 Paris Cedex 16

 Content on this site is licensed under a Creative Commons 2.0 France (CC BY-NC-ND 2.0) license.