The University of Southampton
University of Southampton Institutional Repository

Towards Automatic Classification of 3-D Museum Artifacts using Ontological Concepts

Goodall, Simon, Lewis, Paul and Martinez, Kirk, (2005) Towards Automatic Classification of 3-D Museum Artifacts using Ontological Concepts Leow, W.-K, Lew, M. S., Chua, T.-S., Chaisorn, M.-Y and Bakker, L. (eds.) At The 4th International Conference on Image and Video Retrieval (CIVR2005), Singapore. 20 - 22 Jul 2005. , pp. 435-444.

Record type: Conference or Workshop Item (Poster)

Abstract

Abstract. The development and use of content-based retrieval techniques for 3-D models is a relatively new departure in multimedia retrieval. We have extended our existing multimedia museum information system to support content-, metadata- and concept-based retrieval of 3- D models of museum artifacts and in this paper we describe a "classifier agent" to automatically assign associations between 3-D artifacts and concepts and metadata stored in a domain ontology. The context of the classifier agent is described, together with an overview of its architecture. Selecting appropriate parameters for the agent is an important activity and a comparison is made between manually selected parameters and the results of an automatic technique to determine "optimal" settings.

PDF civr.pdf - Other
Download (89kB)

More information

Published date: 2005
Additional Information: Event Dates: 20-22 July 2005
Venue - Dates: The 4th International Conference on Image and Video Retrieval (CIVR2005), Singapore, 2005-07-20 - 2005-07-22
Keywords: 3-D, Museums, SCULPTEUR, classification, ontology
Organisations: Web & Internet Science

Identifiers

Local EPrints ID: 260366
URI: http://eprints.soton.ac.uk/id/eprint/260366
ISBN: 3-540-27858-3
PURE UUID: b37941b6-2bf6-4aef-8af4-4db415aa9358
ORCID for Kirk Martinez: ORCID iD orcid.org/0000-0003-3859-5700

Catalogue record

Date deposited: 25 Sep 2005
Last modified: 18 Jul 2017 09:13

Export record

Contributors

Author: Simon Goodall
Author: Paul Lewis
Author: Kirk Martinez ORCID iD
Editor: W.-K Leow
Editor: M. S. Lew
Editor: T.-S. Chua
Editor: M.-Y Chaisorn
Editor: L. Bakker

University divisions

Download statistics

Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.

View more statistics

Atom RSS 1.0 RSS 2.0

Contact ePrints Soton: eprints@soton.ac.uk

ePrints Soton supports OAI 2.0 with a base URL of http://eprints.soton.ac.uk/cgi/oai2

This repository has been built using EPrints software, developed at the University of Southampton, but available to everyone to use.

We use cookies to ensure that we give you the best experience on our website. If you continue without changing your settings, we will assume that you are happy to receive cookies on the University of Southampton website.

×