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An intelligent user interface for browsing and searching MPEG-7 images using concept lattices
conference contribution
posted on 2008-04-07, 00:00 authored by J Ducrou, Peter EklundPeter Eklund, T WilsonThis paper presents the evaluation of a design and architecture for browsing and searching MPEG-7 images. Our approach is novel in that it exploits concept lattices for the representation and navigation of image content. Several concept lattices provide the foundation for the system (called Image-Sleuth) each representing a different search context, one for image shape, another for color and luminance, and a third for semantic content. This division of information aids in the facilitation of image browsing based on a metadata ontology. The test collection used for our study is a sub-set of MPEG-7 images created from the popular The Sims 2 TM game. The evaluation of the Image-Sleuth program is based on usability testing among 29 subjects. The results of the study are used to build an improved second generation program - Image-Sleuth2 - but in themselves indicate that image navigation via a concept lattice is a highly successful interface paradigm. Our results provide general insights for interface design using concept lattices that will be of interest to any applied research and development using concept lattices. © 2008 Springer-Verlag Berlin Heidelberg.
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Volume
4923 LNAIPagination
1 - 21Publisher DOI
ISSN
0302-9743eISSN
1611-3349ISBN-13
9783540789208ISBN-10
3540789200Publication classification
E1.1 Full written paper - refereedTitle of proceedings
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)Usage metrics
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