Partial matching of 3D cultural heritage objects using panoramic views

In this paper, we present a method for partial matching and retrieval of 3D objects based on range image queries. The proposed methodology addresses the retrieval of complete 3D objects using range image queries that represent partial views. The core methodology relies upon Bag-of-Visual-Words model...

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Bibliographic Details
Published in:Multimedia tools and applications 2016-04, Vol.75 (7), p.3693-3707
Main Authors: Sfikas, Konstantinos, Pratikakis, Ioannis, Koutsoudis, Anestis, Savelonas, Michalis, Theoharis, Theoharis
Format: Article
Language:English
Subjects:
3-D technology
Analysis
Ceramics
Computer Communication Networks
Computer Science
Cultural heritage
Cultural resources
Culture (social sciences)
Data Structures and Information Theory
Datasets
Fourier transforms
Image retrieval
Matching
Methodology
Methods
Multimedia computer applications
Multimedia Information Systems
Museum exhibits
Museums
Performance evaluation
Queries
Retrieval
Special Purpose and Application-Based Systems
Studies
Three dimensional
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Summary:In this paper, we present a method for partial matching and retrieval of 3D objects based on range image queries. The proposed methodology addresses the retrieval of complete 3D objects using range image queries that represent partial views. The core methodology relies upon Bag-of-Visual-Words modelling and enhanced Dense SIFT descriptor computed on panoramic views and range image queries. Performance evaluation builds upon standard measures and a challenging 3D pottery dataset originating from the Hampson Archaeological Museum collection.
ISSN:1380-7501
1573-7721
DOI:10.1007/s11042-014-2069-0