3-D Shape Descriptors and Distance Metrics for Content-Based Artefact Retrieval
3-D Shape Descriptors and Distance Metrics for Content-Based Artefact Retrieval
The growing number of large multimedia collections has led to an increased interest in content-based retrieval research. Applications of content-based techniques to image retrieval is an active research area but much less work has been reported on content-based retrieval of 3-D objects in a multimedia database context. Increasingly such objects are being captured and added to multimedia collections and the European project, SCULPTEUR, is developing a museum information system which includes the introduction of facilities for content-based retrieval of the 3-D representations. This paper provides a comparison and evaluation of a range of 3-D shape descriptors and distance metrics which have been introduced into the SCULPTEUR project to demonstrate their use for content-based retrieval applications. Results show that while particular descriptors and distance metrics provide good overall performance, it can be more appropriate to choose different descriptors for different search tasks.
SCULPTEUR, content-based retrieval, Princeton Shape Benchmark, 3-D, performance, descriptor, metric, museum
0-8194-5655-1
87-97
Goodall, Simon
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Lewis, Paul
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Martinez, Kirk
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Lienhart, Rainer W.
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Babaguchi, Norboru
a66b33ec-ffb3-4bc0-bc47-e6a9c5b96d3f
Chang, Edward Y.
501f4ac0-b61c-4be5-b8c0-ed0bfedb5958
2005
Goodall, Simon
e436aca8-e9d8-4970-a2c1-d4c8129e976d
Lewis, Paul
7aa6c6d9-bc69-4e19-b2ac-a6e20558c020
Martinez, Kirk
5f711898-20fc-410e-a007-837d8c57cb18
Lienhart, Rainer W.
c7a08e51-b310-4d61-b083-9768f7884c29
Babaguchi, Norboru
a66b33ec-ffb3-4bc0-bc47-e6a9c5b96d3f
Chang, Edward Y.
501f4ac0-b61c-4be5-b8c0-ed0bfedb5958
Goodall, Simon, Lewis, Paul and Martinez, Kirk
(2005)
3-D Shape Descriptors and Distance Metrics for Content-Based Artefact Retrieval.
Lienhart, Rainer W., Babaguchi, Norboru and Chang, Edward Y.
(eds.)
Storage and Retrieval Methods and Applications for Multimedia 2005, San Jose, California, United States.
16 - 20 Jan 2005.
.
Record type:
Conference or Workshop Item
(Other)
Abstract
The growing number of large multimedia collections has led to an increased interest in content-based retrieval research. Applications of content-based techniques to image retrieval is an active research area but much less work has been reported on content-based retrieval of 3-D objects in a multimedia database context. Increasingly such objects are being captured and added to multimedia collections and the European project, SCULPTEUR, is developing a museum information system which includes the introduction of facilities for content-based retrieval of the 3-D representations. This paper provides a comparison and evaluation of a range of 3-D shape descriptors and distance metrics which have been introduced into the SCULPTEUR project to demonstrate their use for content-based retrieval applications. Results show that while particular descriptors and distance metrics provide good overall performance, it can be more appropriate to choose different descriptors for different search tasks.
More information
Published date: 2005
Additional Information:
Event Dates: 16-20 January 2005
Venue - Dates:
Storage and Retrieval Methods and Applications for Multimedia 2005, San Jose, California, United States, 2005-01-16 - 2005-01-20
Keywords:
SCULPTEUR, content-based retrieval, Princeton Shape Benchmark, 3-D, performance, descriptor, metric, museum
Organisations:
Web & Internet Science
Identifiers
Local EPrints ID: 260365
URI: http://eprints.soton.ac.uk/id/eprint/260365
ISBN: 0-8194-5655-1
PURE UUID: d58b5bbd-e0e7-40b8-bb33-9a8057ae29ab
Catalogue record
Date deposited: 27 Jan 2005
Last modified: 15 Mar 2024 02:53
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Contributors
Author:
Simon Goodall
Author:
Paul Lewis
Author:
Kirk Martinez
Editor:
Rainer W. Lienhart
Editor:
Norboru Babaguchi
Editor:
Edward Y. Chang
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