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Some Results Using Different Approaches to Merge Visual and Text-Based Features in CLEF’08 Photo Collection
Citation
García Serrano, Ana and Benavent, Xaro and Goñi Menoyo, José Miguel (2009). Some Results Using Different Approaches to Merge Visual and Text-Based Features in CLEF’08 Photo Collection. In: "Evaluating Systems for Multilingual and Multimodal Information Access". Lecture Notes in Computer Science (5706). Springer, Berlin, Alemania, pp. 568-571. ISBN 978-3-642-04446-5. https://doi.org/10.1007/978-3-642-04447-2_69.
Description
| Title: | Some Results Using Different Approaches to Merge Visual and Text-Based Features in CLEF’08 Photo Collection |
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| Author/s: |
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| Item Type: | Book Section |
| Event Title: | 9th Workshop of the Cross-Language Evaluation Forum, CLEF 2008 |
| Event Dates: | 17/09/2008-19/09/2008 |
| Event Location: | Aarhus, Dinamarca |
| Title of Book: | Evaluating Systems for Multilingual and Multimodal Information Access |
| Date: | 2009 |
| ISBN: | 978-3-642-04446-5 |
| Subjects: | |
| Faculty: | E.T.S.I. Telecomunicación (UPM) |
| Department: | Matemática Aplicada a las Tecnologías de la Información [hasta 2014] |
| UPM's Research Group: | Grupo de Sistemas Inteligentes |
| Creative Commons Licenses: | Recognition - No derivative works - Non commercial |
Abstract
This paper describes the participation of the MIRACLE team at the ImageCLEF Photographic Retrieval task of CLEF 2008. We succeeded in submitting 41 runs. Obtained results from text-based retrieval are better than content-based as previous experiments in the MIRACLE team campaigns [5, 6] using different software. Our main aim was to experiment with several merging approaches to fuse text-based retrieval and content-based retrieval results, and it happened that we improve the text-based baseline when applying one of the three merging algorithms, although visual results are lower than textual ones.
More information
| Item ID: | 1692 |
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| DC Identifier: | https://oa.upm.es/1692/ |
| OAI Identifier: | oai:oa.upm.es:1692 |
| DOI: | 10.1007/978-3-642-04447-2_69 |
| Official URL: | http://www.springerlink.com/content/h8152q582351606t |
| Deposited by: | José Miguel Goñi Menoyo |
| Deposited on: | 16 Jul 2012 06:11 |
| Last Modified: | 01 Dec 2016 12:23 |
