A comparative study of existing metrics for 3D-mesh segmentation evaluation - Archive ouverte HAL Accéder directement au contenu
Article Dans Une Revue The Visual Computer Année : 2010

A comparative study of existing metrics for 3D-mesh segmentation evaluation

Halim Benhabiles
Mohamed Daoudi

Résumé

In this paper, we present an extensive experimental comparison of existing similarity metrics addressing the quality assessment problem of mesh seg- mentation. We introduce a new metric named the 3D Normalized Probabilistic Rand Index (3D-NPRI) which outperforms the others in terms of properties and discriminative power. This comparative study includes a subjective experiment with human observers and is based on a corpus of manually segmented models. This corpus is an improved version of our previous one. It is composed of a set of 3D-mesh models grouped in different classes associated with several manual ground-truth segmentations. Finally the 3D-NPRI is applied to evaluate six recent segmentation algorithms using our corpus and the Chen's et al. corpus.
Fichier principal
Vignette du fichier
VisualComputer20100317.pdf (3.39 Mo) Télécharger le fichier
Origine Fichiers produits par l'(les) auteur(s)

Dates et versions

hal-00660825 , version 1 (17-01-2012)

Identifiants

Citer

Halim Benhabiles, Jean-Philippe Vandeborre, Guillaume Lavoué, Mohamed Daoudi. A comparative study of existing metrics for 3D-mesh segmentation evaluation. The Visual Computer, 2010, 26 (12), pp.1451-1466. ⟨10.1007/s00371-010-0494-2⟩. ⟨hal-00660825⟩
546 Consultations
1174 Téléchargements

Altmetric

Partager

Gmail Mastodon Facebook X LinkedIn More