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Los Angeles, California USA
Mar. 31, 2009 to Apr. 2, 2009
ISBN: 978-0-7695-3507-4
pp: 204-209
ABSTRACT
Nowadays, the multimedia retrieval technology is moving forward from single media retrieval based on similarity of content feature to multimedia integrated retrieval based on semantic correlation which can be used for cross-media retrieval. In this paper, the architecture of cross-media retrieval is studied. Based on the analysis of semantic information among various media objects with different modalities, we propose and design a cross-media search engine, its query relaxation approach and query result integration method. The experiments' results show a great improvement for increasing recall ratio and precision ratio.
INDEX TERMS
multimedia; cross-media; information retrieval; semantic mining; retrieval method
CITATION
Zhiqiang Wang, Xiaogang Peng, Xianghua Fu, Jianyong Chen, "Research on the Semantics Based Cross-Media Information Retrieval", CSIE, 2009, Computer Science and Information Engineering, World Congress on, Computer Science and Information Engineering, World Congress on 2009, pp. 204-209, doi:10.1109/CSIE.2009.835
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