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

García Serrano, Ana, Benavent, Xaro and Goñi Menoyo, José Miguel ORCID: https://orcid.org/0000-0001-8922-5529 (2009). Some Results Using Different Approaches to Merge Visual and Text-Based Features in CLEF’08 Photo Collection. En: "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.

Descripción

Título: Some Results Using Different Approaches to Merge Visual and Text-Based Features in CLEF’08 Photo Collection
Autor/es:
Tipo de Documento: Sección de Libro
Título del Evento: 9th Workshop of the Cross-Language Evaluation Forum, CLEF 2008
Fechas del Evento: 17/09/2008-19/09/2008
Lugar del Evento: Aarhus, Dinamarca
Título del Libro: Evaluating Systems for Multilingual and Multimodal Information Access
Fecha: 2009
ISBN: 978-3-642-04446-5
Nombre de la Serie: Lecture Notes in Computer Science
Número: 5706
Materias:
ODS:
Escuela: E.T.S.I. Telecomunicación (UPM)
Departamento: Matemática Aplicada a las Tecnologías de la Información [hasta 2014]
Grupo Investigación UPM: Grupo de Sistemas Inteligentes
Licencias Creative Commons: Reconocimiento - Sin obra derivada - No comercial

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Resumen

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.

Más información

ID de Registro: 1692
Identificador DC: https://oa.upm.es/1692/
Identificador OAI: oai:oa.upm.es:1692
Identificador DOI: 10.1007/978-3-642-04447-2_69
URL Oficial: http://www.springerlink.com/content/h8152q58235160...
Depositado por: José Miguel Goñi Menoyo
Depositado el: 16 Jul 2012 06:11
Ultima Modificación: 01 Dic 2016 12:23