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1995 Fiscal Year Final Research Report Summary

Image database retrival system by integrated image and text information

Research Project

Project/Area Number 05402062
Research Category

Grant-in-Aid for General Scientific Research (A)

Allocation TypeSingle-year Grants
Research Field 情報システム学(含情報図書館学)
Research InstitutionKYOTO UNIVERSITY

Principal Investigator

NAGAO Makoto  Kyoto Univ., Graduate School of Engineering, Professor, 工学研究科, 教授 (30025960)

Co-Investigator(Kenkyū-buntansha) KUROHASHI Sadao  Kyoto Univ., Graduate School of Engineering, Assistant Professor, 工学研究科, 助手 (50263108)
Project Period (FY) 1993 – 1995
KeywordsImage database / Image retrieval / Illustrated book of plant / Keyword retrieval / Terminological word / Text retrieval
Research Abstract

Image database retrieval system is constructed by integrating image features and text information. By using standard image processing techniques, many image features like contour lines, object shapes, average color information, color information of major object areas and so on are extracted automatically and are stored for image retrieval information. Texts which are paired with images are analyzed by standard natural language processing techniques, and terminological words and adjectival words are extracted. Terminological words are arranged in a tree structure which is derived by the structure of a particular study area. This is used as a kind of a thesaurus in retrieval.
Retrieval can be done by keyword combination, by image feature or by the combination of these. For example, "a plant whose fruit is round and the color is orange." can be looked for either by these words or by painting proper color in a displayd color chart.

  • Research Products

    (24 results)

All Other

All Publications (24 results)

  • [Publications] Y.Nakamura: "Diagram Understanding Utilizing Naturel Language Text" Proc. International Conference on Document Analysis and Recognition. 614-618 (1993)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 渡辺靖彦: "絵画解説文の対象情報・感性的情報の抽出" 情報処理学会研究会報告. 20-2. 13-20 (1993)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] ハッサン・サブリ・シャキ-ル: "文脈を考えた画像検索における特徴処理" 情報処理学会研究会資料. 4-10. 49-55 (1994)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] ハッサン・サブリ・シャキ-ル: "見本スケッチのダイナミックな構造的組合せによる検索質問をもつ画像データベースシステム" 情報処理学会研究会資料. 53-19. 141-150 (1994)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] ハッサン・サブリ・シャキ-ル: "変換の考え方による知識獲得と画像輪郭情報の適応的階層的モデル化" 第19回知能システムシンポジウム. 91-98 (1994)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] H.S.Shakir: "Hierarchy-Based Network Organization, Modeling, and Prototyping of Semantic, Statisitc, and Numeric Image Information" IEICE Trans. Information and Systems. Vol.E78-D, No.8. 1003-1020 (1995)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 渡辺靖彦: "パターン情報と自然言語情報の統合による植物図鑑の図の理解" 電子情報通信学会技術研究報告. NLC95-2. 9-16 (1995)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 渡辺靖彦: "植物図鑑のテキストと図による植物用語間の階層関係の獲得" 電子情報通信学会技術研究報告. NLC95-10. 21-28 (1995)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 渡辺靖彦: "X^2法を用いた重要漢字の自動抽出と文書の自動分類" 情報処理学会研究資料. 95-FI-39. 25-32 (1995)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 渡辺靖彦: "画像の内容を説明するテキストを利用した画像解析" 電子情報通信学会技術研究報告. NLC95-33. 19-26 (1995)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 渡辺靖彦: "図鑑の解説文から内容抽出を行うための専門知識の構築" 人工知能学会誌. Vol.11, No.3(発表予定). (1996)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] H.S.Shakir: "A Universal Image Database System for Pictorial Information and Meta-Information Management" PhD Thesis, Kyoto University, Faculty of Engineering, 183 (1995)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Y.Nakamura: "Diagram Understanding Utilizing Natural Language Text" Proc.International Conf.on Document Analysis and Recognition. 614-618 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Y..Watanabe: "Extraction of Objective and Impression (KANSEI) Information from Explanation Texts of Pictures" Technical Report of TIPSJ. 20-2. 13-20 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] H.S.Shakir: "Feature Relazation in Context-Based Image Retrieval" Technical Report of TIPSJ. 4-10. 49-55 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] H.S.Shakir: "Dynamic Token-Based Sketch Query Construction in Image Database Systems" Technical Report of TIPSJ. 53-19. 141-150

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] H.S.Shakir: "Transducer-Based Knowledge Capture and Adaptive Hierachical Entity Modeling of Image Contour Information" The 19th Knowledge System Symposium. 91-98 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] H.S.Shakir: "Hierarchy-Based Network Organization, Modeling, and Prototyping of Semantic, Statistic, and Numeric Image Information" IEICE Trans.Information and Systems. Vol.E.78-D,No.8. 1003-1020 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Y.Watanabe: "Diagram Understanding for Pictorial Book of Flora Using Integration of Pattern Information and Natural Language Information" Technical Report of IEICE. NLC95-2. 9-16 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Y.Watanabe: "Automatic Acquisition of Hierarchical Information of Words Using Diagrams and Text of Pictorial Book of Flora" Technical Report of IEICE. NLC95-10. 21-28 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Y.Watanabe: "Document Classification Using Important Kanji Characters Extracted by X^2 Method" Technical Report of TIPSJ. 95-FI-39. 25-32 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Y.Watanabe: "Image Analysis Using Natural Language Information Extracted from Explanation Text" Technical Report of IEICE. NLC95-33. 19-26 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] H.S.Shakir: "A Universal Image Database System for Pictorial Information and Meta-Information Management" RhD Thesis, Kyoto University, Faculty of Engineering. (1995)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Y.Watanabe: "Technical Knowledge Acquisition for Information Extraction from a Pictorial Book of Flora" Journal of Japanese Society for Artificial Intelligence. Vol.11, No.3. (1996)

    • Description
      「研究成果報告書概要(欧文)」より

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Published: 1997-03-04  

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