Towards Automatic Classification of 3-D Museum Artifacts using Ontological Concepts
Towards Automatic Classification of 3-D Museum Artifacts using Ontological Concepts
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.
3-D, Museums, SCULPTEUR, classification, ontology
3-540-27858-3
435-444
Goodall, Simon
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Lewis, Paul
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Martinez, Kirk
5f711898-20fc-410e-a007-837d8c57cb18
Leow, W.-K
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Lew, M. S.
398d24fb-0cda-49c1-8cd6-5ac113ff7cf3
Chua, T.-S.
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Chaisorn, M.-Y
7003ea90-b8cf-49aa-85aa-f0f37f8571c1
Bakker, L.
d76e7829-2b35-4d71-9d4c-4747d31e01fe
2005
Goodall, Simon
e436aca8-e9d8-4970-a2c1-d4c8129e976d
Lewis, Paul
7aa6c6d9-bc69-4e19-b2ac-a6e20558c020
Martinez, Kirk
5f711898-20fc-410e-a007-837d8c57cb18
Leow, W.-K
c204db3b-8400-44d4-b12c-a23b03452e80
Lew, M. S.
398d24fb-0cda-49c1-8cd6-5ac113ff7cf3
Chua, T.-S.
111ca7b0-c2c6-4b72-8c0b-8ca577554528
Chaisorn, M.-Y
7003ea90-b8cf-49aa-85aa-f0f37f8571c1
Bakker, L.
d76e7829-2b35-4d71-9d4c-4747d31e01fe
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.)
The 4th International Conference on Image and Video Retrieval (CIVR2005), National University of , Singapore, Singapore.
20 - 22 Jul 2005.
.
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.
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), National University of , Singapore, 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
Catalogue record
Date deposited: 25 Sep 2005
Last modified: 15 Mar 2024 02:53
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Contributors
Author:
Simon Goodall
Author:
Paul Lewis
Author:
Kirk Martinez
Editor:
W.-K Leow
Editor:
M. S. Lew
Editor:
T.-S. Chua
Editor:
M.-Y Chaisorn
Editor:
L. Bakker
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