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Las Vegas, Nevada
Aug. 16, 2005 to Aug. 18, 2005
ISBN: 0-7695-2358-7
pp: 253-258
Jean-S?bastien Brunner , CRP Henri Tudor - Centre for IT Innovation - Luxembourg
Yannick Naudet , CRP Henri Tudor - Centre for IT Innovation - Luxembourg
Thibaud Latour , CRP Henri Tudor - Centre for IT Innovation - Luxembourg
ABSTRACT
This paper presents a common framework for the conceptual information of MPEG-7, interoperable with the Semantic Web, and providing high performance search capabilities, using fuzzy set theory and ontology relations. Starting from the meta-data model of the MPEG-7, to which we add few layers while keeping the existent, so as to guarantee compatibility with the standard, we then link MPEG-7 descriptions to ontologies. These ontologies are used to define precisely each element used in the Description Scheme of MPEG-7. In order to allow similarities estimations and performing searches, the model is projected into a 5-dimensional space that permits to describe easily the content of multimedia documents.
INDEX TERMS
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CITATION
Jean-S?bastien Brunner, Yannick Naudet, Thibaud Latour, "Information Retrieval in Multimedia: Exploiting MPEG-7 Metadata by the Use of Ontologies and Fuzzy Thematic Spaces", ICCIMA, 2005, Computational Intelligence and Multimedia Applications, International Conference on, Computational Intelligence and Multimedia Applications, International Conference on 2005, pp. 253-258, doi:10.1109/ICCIMA.2005.36
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