Sensibility-aware image retrieval using computationally learned bases: RIM, JPG, J2K, and their mixtures

Takatoshi Kato, Shun'Ichi Honma, Yasuo Matsuyama, Tetsuma Yoshino, Yuuki Hoshino

    研究成果: Conference contribution

    抜粋

    Sensibility-aware image retrieval methods are presented and their performances are compared. Three systems are discussed in this paper: PCA/ICA-based method called RIM (Retrieval-aware IMage format), JPEG, and JPEG2000. In each case, a query is an image per se. Similar images are retrieved to this query. The RIM method is judged to be the best settlement in view of the retrieval performance and the response speed according a carefully designed set of opinion tests. An integrated retrieval system for image collections from the network and databases which contain RIM, JPEG and JPEG2000 is realized and evaluated lastly. Source codes of the RIM method is opened.

    元の言語English
    ホスト出版物のタイトルLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
    ページ621-628
    ページ数8
    5506 LNCS
    エディションPART 1
    DOI
    出版物ステータスPublished - 2009
    イベント15th International Conference on Neuro-Information Processing, ICONIP 2008 - Auckland
    継続期間: 2008 11 252008 11 28

    出版物シリーズ

    名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
    番号PART 1
    5506 LNCS
    ISSN(印刷物)03029743
    ISSN(電子版)16113349

    Other

    Other15th International Conference on Neuro-Information Processing, ICONIP 2008
    Auckland
    期間08/11/2508/11/28

      フィンガープリント

    ASJC Scopus subject areas

    • Computer Science(all)
    • Theoretical Computer Science

    これを引用

    Kato, T., Honma, SI., Matsuyama, Y., Yoshino, T., & Hoshino, Y. (2009). Sensibility-aware image retrieval using computationally learned bases: RIM, JPG, J2K, and their mixtures. : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (PART 1 版, 巻 5506 LNCS, pp. 621-628). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻数 5506 LNCS, 番号 PART 1). https://doi.org/10.1007/978-3-642-02490-0_76