IAM@ImageCLEFphoto 2009: Experiments on Maximising Diversity using Image Features
IAM@ImageCLEFphoto 2009: Experiments on Maximising Diversity using Image Features
This paper describes the diversity enabled retrieval system constructed at Southampton for the ImageCLEFphoto 2009 task. The retrieval system used Terrier as the underlying textual indexing and retrieval system, and combined it with a technique for re-ranking the results by maximising the visual dissimilarity of retrieved images. The results show that our visual re-ranking method does indeed work at increasing the diversity in the top results, however, at the same time it causes a slight drop in precision. The text-based approach designed for handling the 'part 1 topics' of the task is also shown to perform very well.
42-42
Hare, Jonathan
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Dupplaw, David
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Lewis, Paul
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Borri, Francesca
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Nardi, Alessandro
7aeab97c-ec48-4b4b-ad6e-f1176af536e9
Peters, Carol
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30 September 2009
Hare, Jonathan
65ba2cda-eaaf-4767-a325-cd845504e5a9
Dupplaw, David
c563ca2b-756a-4d3f-bf99-4f60bb2be1ce
Lewis, Paul
7aa6c6d9-bc69-4e19-b2ac-a6e20558c020
Borri, Francesca
1def688b-d706-466f-a85f-466d319c8878
Nardi, Alessandro
7aeab97c-ec48-4b4b-ad6e-f1176af536e9
Peters, Carol
877980a7-793e-4c02-a03b-846646b154a7
Hare, Jonathan, Dupplaw, David and Lewis, Paul
(2009)
IAM@ImageCLEFphoto 2009: Experiments on Maximising Diversity using Image Features.
Borri, Francesca, Nardi, Alessandro and Peters, Carol
(eds.)
CLEF 2009 Workshop, Corfu, Greece.
30 Sep - 02 Oct 2009.
.
Record type:
Conference or Workshop Item
(Paper)
Abstract
This paper describes the diversity enabled retrieval system constructed at Southampton for the ImageCLEFphoto 2009 task. The retrieval system used Terrier as the underlying textual indexing and retrieval system, and combined it with a technique for re-ranking the results by maximising the visual dissimilarity of retrieved images. The results show that our visual re-ranking method does indeed work at increasing the diversity in the top results, however, at the same time it causes a slight drop in precision. The text-based approach designed for handling the 'part 1 topics' of the task is also shown to perform very well.
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SOTON-ICphoto-WorkingNotes.pdf
- Version of Record
Text
hare-photoretrieval-abstractCLEF2009.pdf
- Version of Record
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ImageCLEF-poster-sm.pdf
- Other
More information
Published date: 30 September 2009
Additional Information:
Event Dates: 30 September - 2 October 2009
Venue - Dates:
CLEF 2009 Workshop, Corfu, Greece, 2009-09-30 - 2009-10-02
Organisations:
Web & Internet Science
Identifiers
Local EPrints ID: 267993
URI: http://eprints.soton.ac.uk/id/eprint/267993
PURE UUID: 1d545c4c-f31f-44dd-bc43-84ee5e103fe2
Catalogue record
Date deposited: 05 Oct 2009 11:53
Last modified: 15 Mar 2024 03:25
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Contributors
Author:
Jonathan Hare
Author:
David Dupplaw
Author:
Paul Lewis
Editor:
Francesca Borri
Editor:
Alessandro Nardi
Editor:
Carol Peters
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