Ensemble of PANORAMA-based convolutional neural networks for 3D model classification and retrieval

•Augmented PANORAMA representation for 3D meshes.•Ensemble of CNNs for classification and retrieval.•Search and retrieval in large datasets of 3D meshes. A novel method for the classification and retrieval of 3D models is proposed; it exploits the 2D panoramic view representation of 3D models as inp...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	Computers & graphics 2018-04, Vol.71, p.208-218
Hauptverfasser:	Sfikas, Konstantinos, Pratikakis, Ioannis, Theoharis, Theoharis
Format:	Artikel
Sprache:	eng
Schlagworte:	3D object classification 3D object retrieval Algorithms Artificial neural networks Computer animation Continuity (mathematics) Convolutional neural network Image classification Information retrieval Neural network ensemble Neural networks Panoramic views Representations Retrieval Spatial distribution Three dimensional models Training Two dimensional models
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!