Bridging the Semantic Gap in Multimedia Information Retrieval: Top-down and Bottom-up approaches
Bridging the Semantic Gap in Multimedia Information Retrieval: Top-down and Bottom-up approaches
Semantic representation of multimedia information is vital for enabling the kind of multimedia search capabilities that professional searchers require. Manual annotation is often not possible because of the shear scale of the multimedia information that needs indexing. This paper explores the ways in which we are using both top-down, ontologically driven approaches and bottom-up, automatic-annotation approaches to provide retrieval facilities to users. We also discuss many of the current techniques that we are investigating to combine these top-down and bottom-up approaches.
Semantic representation, Image retrieval, annotation, ontologies, auto-annotation
Hare, Jonathon S.
65ba2cda-eaaf-4767-a325-cd845504e5a9
Sinclair, Patrick A. S.
b3480b8c-893a-4cb9-bc5f-edc80b567383
Lewis, Paul H.
7aa6c6d9-bc69-4e19-b2ac-a6e20558c020
Martinez, Kirk
5f711898-20fc-410e-a007-837d8c57cb18
Enser, Peter G.B.
ab509df4-8973-4a45-aeb9-70a4ae3fbe9a
Sandom, Christine J.
6637df2a-0204-4e48-951c-6a95e661627d
Bouquet, Paolo
b977835e-f827-4f11-934d-b5cdf9679a71
Brunelli, Roberto
f5a51ed8-ee42-4cfc-860c-a49ae776a059
Chanod, Jean-Pierre
ea839315-46c1-4e25-8c34-40406dd41131
Niederée, Claudia
190a771e-bd6a-4146-929b-9f4f5c145311
Stoermer, Heiko
d6f5175f-684f-4893-9826-ec56c4d639e8
2006
Hare, Jonathon S.
65ba2cda-eaaf-4767-a325-cd845504e5a9
Sinclair, Patrick A. S.
b3480b8c-893a-4cb9-bc5f-edc80b567383
Lewis, Paul H.
7aa6c6d9-bc69-4e19-b2ac-a6e20558c020
Martinez, Kirk
5f711898-20fc-410e-a007-837d8c57cb18
Enser, Peter G.B.
ab509df4-8973-4a45-aeb9-70a4ae3fbe9a
Sandom, Christine J.
6637df2a-0204-4e48-951c-6a95e661627d
Bouquet, Paolo
b977835e-f827-4f11-934d-b5cdf9679a71
Brunelli, Roberto
f5a51ed8-ee42-4cfc-860c-a49ae776a059
Chanod, Jean-Pierre
ea839315-46c1-4e25-8c34-40406dd41131
Niederée, Claudia
190a771e-bd6a-4146-929b-9f4f5c145311
Stoermer, Heiko
d6f5175f-684f-4893-9826-ec56c4d639e8
Hare, Jonathon S., Sinclair, Patrick A. S., Lewis, Paul H., Martinez, Kirk, Enser, Peter G.B. and Sandom, Christine J.
(2006)
Bridging the Semantic Gap in Multimedia Information Retrieval: Top-down and Bottom-up approaches.
Bouquet, Paolo, Brunelli, Roberto, Chanod, Jean-Pierre, Niederée, Claudia and Stoermer, Heiko
(eds.)
Mastering the Gap: From Information Extraction to Semantic Representation / 3rd European Semantic Web Conference, Budva, Montenegro.
Record type:
Conference or Workshop Item
(Paper)
Abstract
Semantic representation of multimedia information is vital for enabling the kind of multimedia search capabilities that professional searchers require. Manual annotation is often not possible because of the shear scale of the multimedia information that needs indexing. This paper explores the ways in which we are using both top-down, ontologically driven approaches and bottom-up, automatic-annotation approaches to provide retrieval facilities to users. We also discuss many of the current techniques that we are investigating to combine these top-down and bottom-up approaches.
Text
ESWC_MasteringTheGap.pdf
- Other
More information
Published date: 2006
Additional Information:
Event Dates: 12 June 2006
Venue - Dates:
Mastering the Gap: From Information Extraction to Semantic Representation / 3rd European Semantic Web Conference, Budva, Montenegro, 2006-06-12
Keywords:
Semantic representation, Image retrieval, annotation, ontologies, auto-annotation
Organisations:
Web & Internet Science
Identifiers
Local EPrints ID: 262737
URI: http://eprints.soton.ac.uk/id/eprint/262737
PURE UUID: d8cacf5f-5701-41e5-a8a0-56e97e918b4d
Catalogue record
Date deposited: 20 Jun 2006
Last modified: 15 Mar 2024 03:25
Export record
Contributors
Author:
Jonathon S. Hare
Author:
Patrick A. S. Sinclair
Author:
Paul H. Lewis
Author:
Kirk Martinez
Author:
Peter G.B. Enser
Author:
Christine J. Sandom
Editor:
Paolo Bouquet
Editor:
Roberto Brunelli
Editor:
Jean-Pierre Chanod
Editor:
Claudia Niederée
Editor:
Heiko Stoermer
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