Journal of Information Processing and Management
Online ISSN : 1347-1597
Print ISSN : 0021-7298
ISSN-L : 0021-7298
Image retrieval using semantic vectors
Rieko TANAKAIkuo KESHIHiroshi IKEUCHI
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JOURNAL FREE ACCESS

1994 Volume 37 Issue 7 Pages 579-585

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Abstract
In this paper we discuss how to create an image database with a good user interface using semantic vectors. The interface realizes content-based associative retrieval without using a thesaurus, and hypertext-like retrieval without linking terms explicitly. Semantic vectors, which represent one-layered semantic networks as fixed-dimensional vectors, are constructed from encyclopedia texts. The database includes about 170 images and each of them are attached by the caption which describes the image in several words. We emphasize the effectiveness of indexing and retrieving images using semantic vectors through some experiments.
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© The Japan Information Center of Science and Technology 1994
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