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110002808097[Japanese Society for Artificial Intelligence].pdf1.12 MBPDF見る/開く

タイトル: インタラクティブGAに基づく画像検索システムの評価
その他のタイトル: Evaluation of the Image Retrieval System Using Interactive Genetic Algorithm
著者: 長尾, 光悦 著作を一覧する
山本, 雅人 著作を一覧する
鈴木, 恵二 著作を一覧する
大内, 東 著作を一覧する
キーワード: image retrieval system
interactive genetic algorithm
retrieval history
発行日: 1998年 9月 1日
出版者: 社団法人人工知能学会
誌名: 人工知能学会誌
巻: 13
号: 5
開始ページ: 720
終了ページ: 727
抄録: In the conventional image retrieval, the user has performed the retrieval by using linguistic keywords. However, it is difficult to use this method in the image retrieval treating the user's subjectivity like the impression received from images. Recently, as one of the method treating the user's subjectivity, the interactive genetic algorithms is researched. In this paper, we propose the image retrieval system using the interactive genetic algorithms in the retrieval treating the personal subjectivity. Using the combination of the artificial selection used in the conventional interactive genetic algorithms and natural selection, the number of the branch from a certain generation could be increased. Moreover, the use of the retrieval history can give the user the effective retrieval without performing the complex evaluation of the presented images. We evaluate the system through the experiment using the subjects. In addition, we compare the proposed system with the system using the conventional interactive genetic algorithms which decides the parents by using artificial selection.
資料タイプ: article
出現コレクション:雑誌発表論文等 (Peer-reviewed Journal Articles, etc)

提供者: 山本 雅人


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