Image-to-image retrieval reflecting human sensibility and association

Yasuo Matsuyama, Yuuki Hoshino

    研究成果: Conference contribution

    抜粋

    Image-to-image retrieval (I2I) accompanied by data compression are presented. Given a query image, the presented retrieval system computes PCA and/or ICA bases by extracting source information. On the data compression in the sense of rate-distortion, this method outperforms JPEG which uses DCT. Besides, PCA and ICA bases reflect each image's edge and texture information. Therefore, these bases can be used to define similarities combined with color information. Such similarity measures are tested to be compatible with human sensibility and association, or human "kansei", via a set of opinion tests. Designed systems are proven to be effective and productive to such similar-image retrieval. In addition to static database, images collected through the Internet and WWW which are based on Text-to-image retrieval (T2I) are tested. Free annotations attached to such images are often irresponsible and erroneous. Therefore, filtering on so collected images is necessary. This paper's I2I system can filter out such wrong images without sorting by human tasks. All source codes and object codes are open and can be downloaded form the authors' web site.

    元の言語English
    ホスト出版物のタイトル2008 7th Asia-Pacific Symposium on Information and Telecommunication Technologies, APSITT
    ページ19-24
    ページ数6
    DOI
    出版物ステータスPublished - 2008
    イベント2008 7th Asia-Pacific Symposium on Information and Telecommunication Technologies, APSITT - Bandos Island
    継続期間: 2008 4 222008 4 24

    Other

    Other2008 7th Asia-Pacific Symposium on Information and Telecommunication Technologies, APSITT
    Bandos Island
    期間08/4/2208/4/24

    ASJC Scopus subject areas

    • Computer Networks and Communications
    • Information Systems

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  • これを引用

    Matsuyama, Y., & Hoshino, Y. (2008). Image-to-image retrieval reflecting human sensibility and association. : 2008 7th Asia-Pacific Symposium on Information and Telecommunication Technologies, APSITT (pp. 19-24). [4653533] https://doi.org/10.1109/APSITT.2008.4653533