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Analysis of Human Recognition Mechanism for Individuality and Character Variation of Hand-Written Characters and its Application to Generating Hand-Written Style Characters

Research Project

Project/Area Number 11680212
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Educational technology
Research InstitutionYOKOHAMA NATIONAL UNIVERSITY

Principal Investigator

TAJIMA Fumiaki  Yokohama National University, Dept.Edu.and Human Scis., Associate Professor, 教育人間科学部, 助教授 (10236523)

Co-Investigator(Kenkyū-buntansha) MIYATAKE Naoki  Hosei University, Dept.Measurement Eng., Lecturer, 工学部, 専任講師 (40130752)
Project Period (FY) 1999 – 2000
Project Status Completed (Fiscal Year 2000)
Budget Amount *help
¥2,100,000 (Direct Cost: ¥2,100,000)
Fiscal Year 2000: ¥700,000 (Direct Cost: ¥700,000)
Fiscal Year 1999: ¥1,400,000 (Direct Cost: ¥1,400,000)
Keywordshand-written style / individuality / character variation / character generation / directional line-element / similarity / entropy / fuzzy rule
Research Abstract

Summary of first study : A character learning system needs having the function of evaluating hand-written characters written by learners. We proposes a method of introducing gradation processing and Directional Line-element Entropy (DLE) into evaluation of hand-written character patterns.
The variation values, which were subjectively evaluated by some subjects for sample characters, were not able to agree with the ones evaluated by the previous method in the case of the samples with small variation. But they were able to agree with the ones by the proposed method. The variation values for the samples can be presumed with only about 30 characters.
Summary of second study : If the document can be written with hand-written style fonts in computer education, it has a good effect on pupils. After user's hand-written characters were collected on every category of characters, each stroke of the characters was converted into the time series pattern of directional line-element. We experimentally generated hand-written style character sets with character variation, based on the distribution of the weight obtained by the gradation processing using fuzzy rules. Then the variation of the generated characters about the position of their line-element was larger than that about the direction of their line-element.

Report

(3 results)
  • 2000 Annual Research Report   Final Research Report Summary
  • 1999 Annual Research Report
  • Research Products

    (14 results)

All Other

All Publications (14 results)

  • [Publications] 但馬文昭,宮武直樹,中島洋一: "文字学習システムにおける文字評価に関する一考察"日本教育工学会第15回大会講演論文集. 15. 565-567 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 但馬文昭: "方向線素エントロピーに基づく手書き文字変動評価の一改善"電子情報通信学会技術研究報告ET99. 99・581. 33-40 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 但馬文昭,宮武直樹,中島洋一,小田哲久: "手書き文字と活字体の混在した文書の印象評価の試み"第10回ソフトサイエンス・ワークショップ講演論文集. 10. 102-103 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 但馬文昭,松本学: "ファジールールによる手書き風文字の生成"電子情報通信学会技術研究報告ET2000. 100・600. 107-114 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 但馬文昭,宮武直樹,中島洋一: "ファジィールールを用いたボケ処理による手書き風文字の生成"第11回ソフトサイエンス・ワークショップ講演論文集. 11(印刷中). (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] TAJIMA, Fumiaki: "An Inprovement of Evaluation Method for Variation of Hand-Written Characters Using Directional Line-Element Entropy"Technical report of IEICE. No.ET99-88. 33-40 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] TAJIMA, Fumiaki and MATSUMOTO Satoshi: "Generation of Hand-Written Style Characters Using Fuzzy Rules"Technical report of IEICE. No.ET2000-105. 107-114 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 但馬文昭,宮武直樹,中島洋一: "文字学習システムにおける文字評価に関する一考察"日本教育工学会第15回大会講演論文集. 15. 565-567 (1999)

    • Related Report
      2000 Annual Research Report
  • [Publications] 但馬文昭: "方向線素エントロピーに基づく手書き文字変動評価の一改善"電子情報通信学会技術研究報告ET99. 99・581. 33-40 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 但馬文昭,宮武直樹,中島洋一,小田哲久: "手書き文字と活字体の混在した文書の印象評価の試み"第10回ソフトサイエンス・ワークショップ講演論文集. 10. 102-103 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 但馬文昭,松本学: "ファジールールによる手書き風文字の生成"電子情報通信学会技術研究報告ET2000. 100・600. 107-114 (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] 但馬文昭,宮武直樹,中島洋一: "文字学習システムにおける文字評価に関する一考察"日本教育工学会第15回大会講演論文集. 15. 565-567 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 但馬文昭: "方向線素エントロピーに基づく手書き文字変動評価の一改善"電子情報通信学会技術研究報告ET99. 99・581. 33-40 (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] 但馬文昭,宮武直樹,中島祥一,小田哲久: "手書き文字と活字体の混在した文書の印象評価の試み"第10回ソフトサイエンス・ワークショップ講演論文集. 10. 102-103 (2000)

    • Related Report
      1999 Annual Research Report

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Published: 1999-04-01   Modified: 2016-04-21  

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