Welcome!
To use the personalized features of this site, please log in or register.
If you have forgotten your username or password, we can help.
My Menu
Saved Items

Thinning Grayscale Well-Composed Images: A New Approach for Topological Coherent Image Segmentation

Jocelyn MarchadierContact Information, Didier Arquès5 and Sylvain Michelin5

(5)  Institut Gaspard Monge, Université de Marne-la-Vallée, Equipe Image, 5, Boulevard Descartes, 77454 Champs sur Marne Cedex
Abstract
Usual approaches for constructing topological maps on discrete structures are based on cellular complexes topology. This paper aims to construct a coherent topological map defined on a square grid from a watershed transformation. We propose a definition of well-composed grayscale images based on the well-composed set theory and the cross-section topology. Properties of two different thinning algorithms are studied within this scope, and we show how to obtain a thin crest network. We derive an efficient algorithm that permits the construction of a meaningful topological map. Finally, we demonstrate the usefulness of this algorithm for multilevel image segmentation.

Keywords  Topological map - thinning - well-composed images


Contact Information Jocelyn Marchadier
Email: Jocelyn.Marchadier@univ-mlv.fr
Fulltext Preview (Small, Large)
Image of the first page of the fulltext

References secured to subscribers.



Export this chapter
Export this chapter as RIS | Text
 
Remote Address: 38.107.191.108 • Server: MPWEB26
HTTP User Agent: CCBot/1.0 (+http://www.commoncrawl.org/bot.html)