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2012 Fiscal Year Final Research Report

Object Identification System using Web Image Collection and Machine Learning

Research Project

  • PDF
Project/Area Number 21700121
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Media informatics/Database
Research InstitutionUniversity of Tsukuba (2011-2012)
Ritsumeikan University (2009-2010)

Principal Investigator

TEZUKA Taro  筑波大学, 図書館情報メディア系, 准教授 (40423016)

Project Period (FY) 2009 – 2012
Keywordsコンテンツ / 画像認識
Research Abstract

By collecting images from the World Wide Web, a method of extracting visual features and their spatial allocations were developed. Using this, a set of typical images were obtained for each term, and a system of general object recognition was developed.

  • Research Products

    (4 results)

All 2011 2010

All Journal Article (2 results) (of which Peer Reviewed: 2 results) Presentation (2 results)

  • [Journal Article] Image Retrieval with Generative Model for Typicality2011

    • Author(s)
      Taro Tezuka and Akira Maeda
    • Journal Title

      Journal of Networks

      Volume: Vol.6, No.3 Pages: 387-399

    • Peer Reviewed
  • [Journal Article] アスペクトモデルを用いた Web 画像検索結果からの典型的画像の取得2010

    • Author(s)
      手塚太郎, 前田亮
    • Journal Title

      情報処理学会論文誌(トランザクション) データベース

      Volume: Vol.3, No.2 Pages: 13-26

    • Peer Reviewed
  • [Presentation] Audio Lifelog Search System Using a Topic Model for Reducing Recognition Errors2011

    • Author(s)
      Taro Tezuka and Akira Maeda
    • Organizer
      The 16th International Conference on Database Systems for Advanced Applications (DASFAA 2011)
    • Place of Presentation
      The Chinese University of Hong Kong, Hong Kong, China
    • Year and Date
      2011-04-24
  • [Presentation] Typicality Ranking of Images Using the Aspect Model2010

    • Author(s)
      Taro Tezuka and Akira Maeda
    • Organizer
      The 21st International Conference on Database and Expert Systems Applications (DEXA 2010)
    • Place of Presentation
      University of Deusto, Bilbao, Spain
    • Year and Date
      2010-09-02

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Published: 2014-08-29  

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