IAM@ImageCLEFphoto 2009: Experiments on Maximising Diversity using Image Features
Hare, Jonathan, Dupplaw, David and Lewis, Paul (2009) IAM@ImageCLEFphoto 2009: Experiments on Maximising Diversity using Image Features. At CLEF 2009 Workshop, Corfu, Greece, 30 Sep - 02 Oct 2009. , 42-42.
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Description/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.
| Item Type: | Conference or Workshop Item (Poster) |
|---|---|
| Additional Information: | Event Dates: 30 September - 2 October 2009 |
| ISSNs: | 1818-8044 |
| Divisions: | Faculty of Physical and Applied Science > Electronics and Computer Science > Web & Internet Science |
| Item ID: | 267993 |
| Date Deposited: | 05 Oct 2009 11:53 |
| Last Modified: | 30 Mar 2012 13:24 |
| Contributors: | Hare, Jonathan (Author) Dupplaw, David (Author) Lewis, Paul (Author) Borri, Francesca (Editor) Nardi, Alessandro (Editor) Peters, Carol (Editor) |
| Date: | 30 September 2009 |
| Additional Information: | Event Dates: 30 September - 2 October 2009 |
| Status: | Published |
| Further Information: | Google Scholar |
| URI: | http://eprints.soton.ac.uk/id/eprint/267993 |
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