A Bayesian Framework for 3D Models Retrieval ...
Type de document :
Communication dans un congrès avec actes
Titre :
A Bayesian Framework for 3D Models Retrieval Based on Characteristic Views
Auteur(s) :
Filali Ansary, Tarik [Auteur]
FOX MIIRE [LIFL]
Vandeborre, Jean-Philippe [Auteur correspondant]
FOX MIIRE [LIFL]
Mahmoudi, Saïd [Auteur]
FOX MIIRE [LIFL]
Daoudi, Mohamed [Auteur]
FOX MIIRE [LIFL]
FOX MIIRE [LIFL]
Vandeborre, Jean-Philippe [Auteur correspondant]
FOX MIIRE [LIFL]
Mahmoudi, Saïd [Auteur]
FOX MIIRE [LIFL]
Daoudi, Mohamed [Auteur]
FOX MIIRE [LIFL]
Titre de la manifestation scientifique :
2nd IEEE International Symposium on 3D Data Processing , Visualization and Transmission (3DPVT'04)
Ville :
Thessaloniki
Pays :
Grèce
Date de début de la manifestation scientifique :
2004-09-06
Titre de l’ouvrage :
2nd IEEE International Symposium on 3D Data Processing , Visualization and Transmission (3DPVT'04)
Date de publication :
2004-09-06
Mot(s)-clé(s) en anglais :
3D-model
retrieval
indexing
characteristic views
bayesian probabilities
retrieval
indexing
characteristic views
bayesian probabilities
Discipline(s) HAL :
Informatique [cs]/Vision par ordinateur et reconnaissance de formes [cs.CV]
Résumé en anglais : [en]
The management of big databases of three-dimensional models (used in CAD applications, visualization, games, etc.) is a very important domain. The ability to characterize and easily retrieve models is a key issue for the ...
Lire la suite >The management of big databases of three-dimensional models (used in CAD applications, visualization, games, etc.) is a very important domain. The ability to characterize and easily retrieve models is a key issue for the designers and the final users. In this frame, two main approaches exist: search by example of a three-dimensional model, and search by a 2D view. In this paper, we present a novel framework for the characterization of a 3D model by a set of views (called characteristic views), and an indexing process of these models with a Bayesian probabilistic approach us- ing the characteristic views. The framework is independent from the descriptor used for the indexing. We illustrate our results using different descriptors on a collection of three- dimensional models supplied by Renault Group.Lire moins >
Lire la suite >The management of big databases of three-dimensional models (used in CAD applications, visualization, games, etc.) is a very important domain. The ability to characterize and easily retrieve models is a key issue for the designers and the final users. In this frame, two main approaches exist: search by example of a three-dimensional model, and search by a 2D view. In this paper, we present a novel framework for the characterization of a 3D model by a set of views (called characteristic views), and an indexing process of these models with a Bayesian probabilistic approach us- ing the characteristic views. The framework is independent from the descriptor used for the indexing. We illustrate our results using different descriptors on a collection of three- dimensional models supplied by Renault Group.Lire moins >
Langue :
Anglais
Comité de lecture :
Oui
Audience :
Internationale
Vulgarisation :
Non
Collections :
Source :
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