インタラクティブGAに基づく画像検索システムの評価(<論文特集>対話型進化計算法)

DOI Web Site 被引用文献7件 参考文献13件

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タイトル別名
  • Evaluation of the Image Retrieval System Using Interactive Genetic Algorithm("Interactive Evolutionary Computing")
  • インタラクティブGAに基づく画像検索システムの評価インタラクティブGAに基づく画像検索システムの評価
  • インタラクティブ GA ニ モトズク ガゾウ ケンサク システム ノ ヒョウカ

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<p>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.</p>

収録刊行物

  • 人工知能

    人工知能 13 (5), 720-727, 1998-09-01

    一般社団法人 人工知能学会

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