Knowledge based multimodal result fusion for distributed and heterogeneous multimedia environments: concept and ideas

Authors:
Florian Stegmaier;Tobias Bürger;Mario Döller;Harald Kosch
Affiliations:
Chair of Distributed Information Systems, University of Passau, Germany;Knowledge and Media Technologies Group, Salzburg Research, Austria;Chair of Distributed Information Systems, University of Passau, Germany;Chair of Distributed Information Systems, University of Passau, Germany
Venue:
AMR'10 Proceedings of the 8th international conference on Adaptive Multimedia Retrieval: context, exploration, and fusion
Year:
2010

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Abstract

Distributed multimedia retrieval (DMR) is a key issue in today's information systems. One problem in DMR is the fusion of results retrieved from multiple locations, which is required in order to present the results in an integrated, consolidated and aligned form. This paper sketches a distributed multimedia retrieval scenario in which requirements, a conceptualization and an implementation of a knowledge-based data fusion approach is proposed. The approach is to be used together with the MPEG Query Format and is supported by benchmarks and classifications to derive knowledge used in result fusion.