Some Results Using Different Approaches to Merge Visual and Text-Based Features in CLEF’08 Photo Collection

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
Author/s:
  • García Serrano, Ana
  • Benavent, Xaro
  • Goñi Menoyo, José Miguel
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

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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
DC Identifier: http://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
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