Construction of an image knowledge database on www image retrieval systems

Authors:
Masami Shishibori;Kenji Kita
Affiliations:
Department of Information Science and Intelligent Systems, Tokushima University, 2-1 Minami-Jyosanjima-Cho, Tokushima, 770-8506, Japan.;Centre for Advanced Information Technology, Tokushima University, 2-1 Minami-Jyosanjima-Cho, Tokushima, 770-8506, Japan
Venue:
International Journal of Computer Applications in Technology
Year:
2009

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Abstract

This paper proposes a method to construction an image knowledge database to store feedback information on WWW image retrieval systems. When the query has not yet been registered in the database, the image features of the true images selected by the user are registered in the database. On registration, the similarity of the features is considered, and only representative features are registered. On retrieval, this database is used as the supervisor data for the query, and images closer to the supervisor data are presented with priority. The experimental results using 130 queries show that an accuracy improvement of 11.6% was achieved.