Evaluation of morphological hierarchies for supervised segmentation - ANR - Agence nationale de la recherche Accéder directement au contenu
Communication Dans Un Congrès Année : 2015

Evaluation of morphological hierarchies for supervised segmentation

Résumé

We propose a quantitative evaluation of morphological hierarchies (quasi-flat zones, constraint connectivity, watersheds, observation scale) in a novel framework based on the marked segmentation problem. We created a set of automatically generated markers for the one object image datasets of Grabcut and Weizmann. In order to evaluate the hierarchies , we applied the same segmentation strategy by combining several parameters and markers. Our results, which shows important differences among the considered hierarchies, give clues to understand the behaviour of each method in order to choose the best one for a given application. The code and the marker datasets are available online.
Fichier principal
Vignette du fichier
Perret - ISMM 2015 - Evaluation Hierarchies.pdf (12.14 Mo) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-01142072 , version 1 (14-04-2015)

Identifiants

Citer

Benjamin Perret, Jean Cousty, Jean Carlo Rivera Ura, Silvio Jamil F. Guimarães. Evaluation of morphological hierarchies for supervised segmentation. 12th International Symposium on Mathematical Morphology, May 2015, Reykjavik, Iceland. pp.39-50, ⟨10.1007/978-3-319-18720-4_4⟩. ⟨hal-01142072⟩
251 Consultations
282 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More