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Data Fusion of Retrieval Results from Different Media: Experiments at ImageCLEF 2005

  • Conference paper
Accessing Multilingual Information Repositories (CLEF 2005)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 4022))

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Abstract

The CEA-LIST/LIC2M develops both multilingual text retrieval systems and content-based image indexing and retrieval systems. These systems are developed independently. The merging of the results of the two systems is one of the important research interests in our lab. We tested several simple merging techniques in the ImageCLEF 2005 campaign. The analysis of our results show that improved performance can be obtained by appropriately merging the two media. However, an a-priori tuning of the merging parameters is difficult because the performance of each system highly depends on the corpus and queries.

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Author information

Authors and Affiliations

  1. CEA-LIST/LIC2M, BP 6, 92265 CEDEX, Fontenay-aux-Roses, France

    Romaric Besançon & Christophe Millet

Authors
  1. Romaric Besançon
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  2. Christophe Millet
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Editor information

Editors and Affiliations

  1. ISTI-CNR, Area di Ricerca, Pisa, Italy

    Carol Peters

  2. University of California, Berkeley, CA, USA

    Fredric C. Gey

  3. No Affiliations,  

    Julio Gonzalo

  4. Business Information Systems, University of Applied Sciences, Sierre, Switzerland

    Henning Müller

  5. Centre for Digital Video Processing & School of Computing, Dublin City University, Dublin 9, Ireland

    Gareth J. F. Jones

  6. German Institute for International and Security Affairs, Stiftung Wissenschaft und Politik (SWP), Ludwigkirchplatz 3-4, 10719, Berlin, Germany

    Michael Kluck

  7. ITC-IRST, Trento, Italy

    Bernardo Magnini

  8. ISLA, University of Amsterdam,  

    Maarten de Rijke

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© 2006 Springer-Verlag Berlin Heidelberg

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Besançon, R., Millet, C. (2006). Data Fusion of Retrieval Results from Different Media: Experiments at ImageCLEF 2005. In: Peters, C., et al. Accessing Multilingual Information Repositories. CLEF 2005. Lecture Notes in Computer Science, vol 4022. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11878773_69

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  • DOI: https://doi.org/10.1007/11878773_69

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-45697-1

  • Online ISBN: 978-3-540-45700-8

  • eBook Packages: Computer ScienceComputer Science (R0)

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