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Sixth International Conference on Computational Intelligence and Multimedia Applications (ICCIMA'05)
Information Retrieval in Multimedia: Exploiting MPEG-7 Metadata by the Use of Ontologies and Fuzzy Thematic Spaces
Las Vegas, Nevada
August 16-August 18
ISBN: 0-7695-2358-7
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
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.
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, pp.253-258, Sixth International Conference on Computational Intelligence and Multimedia Applications (ICCIMA'05), 2005
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