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Detail of Publication

Text Language English
Authors Martin Klinkigt and Koichi Kise and Heiko Maus and Andreas Dengel
Title Semantic Retrieval of Images by Learning from Wikipedia
Journal 15th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
Vol. 6884
Pages pp.212-221
Publisher Springer LNCS
Reviewed or not Reviewed
Month & Year September 2011
Abstract In this paper we develop a prototype of an image management system supporting the user organizing his images with the help of semantic annotations. The system automatically contributes such annotations to close the gap between images and concepts expressing their content. We propose a novel integration into a Semantic Desktop and the usage of Wikipedia to address the common problem of initial knowledge acquisition and improvement of the performance. With an evaluation on a challenging dataset out system outperforms a purely image processing based approach by 30%.
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