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Construction of knowledge-based next generation document

Research Project

Project/Area Number 11558043
Research Category

Grant-in-Aid for Scientific Research (B).

Allocation TypeSingle-year Grants
Section展開研究
Research Field 情報システム学(含情報図書館学)
Research InstitutionTohoku University

Principal Investigator

KATO Nei  Tohoku University, Graduate School of Information Sciences, Associate Professor, 大学院・情報科学研究科, 助教授 (00236168)

Co-Investigator(Kenkyū-buntansha) SUZUKI Masato  Tokyo National College of Technology, Department of Computer Science, Associate Professor, 情報工学科, 助教授 (50290721)
Project Period (FY) 1999 – 2000
Project Status Completed (Fiscal Year 2000)
Budget Amount *help
¥5,000,000 (Direct Cost: ¥5,000,000)
Fiscal Year 2000: ¥1,700,000 (Direct Cost: ¥1,700,000)
Fiscal Year 1999: ¥3,300,000 (Direct Cost: ¥3,300,000)
Keywordsdocument recognition / character recognition / knowledge processing / 認識システム
Research Abstract

Character recognition technology is an important technology for the new 21th century. In this research, we proposed a knowledge-based document recognition system. Segmentation technique, recognition technique and knowledge-based post-processing technique are the three main parts of this system. As the result, we applied the proposed system to a handwritten address recognition system and obtained a very high recognition rate. The test sample are 1,840, which collected by the Ministry of Post and Telecommunications. The recognition rate is beyond 90%, and the missed rate is below 2%. The reject rate is around 18%.

Report

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

    (17 results)

All Other

All Publications (17 results)

  • [Publications] 徳本一崇: "候補あて名の優先度付けによる高速大分類法を用いた手書きあて名認識システム"電子情報通信学会論文誌D-II. J84・1. 83-92 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 和泉勇治: "2乗結合を持つ多層パーセプトロンによる手書き文字の高精度認識"電子情報通信学会論文誌D-II. J83・10. 1969-1976 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Nei KATO: "A Handwritten Character Recognition System Using birectional Feature and Asymmetric Maharanobis Distance."IEEE Trans. on PAMI. Vol.21No.3. 258-262 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 鈴木雅人: "候補字種の動的抽出を用いた手書き宛名の2段認識手法"電子情報通信学会論文誌D-II. J82・11. 1895-1902

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Kazutaka TOKUMOTO: "Recognition System for Handwritten Address Using Rough Classification Method Accelerated by Applying Priority to Address Candidates"IEICE Trans. on Information and System. Vol.J84-D-II, No.1. 83-92 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Yuji WAIZUMI: "High Accuracy Recognition for Handwritten Character Using Multi Layered Perceptron with Squared Connection"IEICE Trans.on Information and System. Vol. J83-D-II, No.10. 1969-1976 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Nei KATO: "A Handwritten Recognition System Using Directional Element Feature and Asymmetric Mahalanobis Distance"IEEE Trans.on PAMI. Vol. 21, No.3. 258-262 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] Masato SUZUKI: "Two-Stage Method of Handwritten Address Recognition Using Dynamic Abstraction of Character Candidates"IEICE Trans.f on Information and System. Vol. J82-D-II, No.11. 1895-1902 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2000 Final Research Report Summary
  • [Publications] 徳本一崇: "候補あて名の優先度付けによる高速大分類法を用いた手書きあで名認識システム"電子情報通信学会論文誌D-II. J84・1. 83-92 (2001)

    • Related Report
      2000 Annual Research Report
  • [Publications] 和泉勇治: "2乗結合を持っ多層パーセプトロンによる手書き文字の高精度認識"電子情報通信学会論文誌D-II. J83・10. 1969-1976 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Nei KATO: "A Handwritten character Recognition System Using birectional Feature and Asymmetric Maharanobis Distance."IEEE Trans.on PAMI. Vol.21 No.3. 258-262 (1999)

    • Related Report
      2000 Annual Research Report
  • [Publications] 鈴木雅人: "候補字種の動的抽出を用いた手書き宛名の2段認識手法"電子情報通信学会論文誌D-II. J82・11. 1895-1902

    • Related Report
      2000 Annual Research Report
  • [Publications] 鈴木雅人: "候補字種の動的抽出を用いた手書きあて名の2段階認識手法"電子情報通信学会論文誌(D-II). 11. 1895-1902 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 和泉勇治: "自乗結合を用いた多層パーセプトロンによる手書き文字認識の高精度化"1999年電子情報通信学会情報・システムソサイエティ大会. 185 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 石井力: "ニューラルネットワークを用いた二者択一方式の手書き文字認識システムにおけるモジュール構成法の提案"1999年電子情報通信学会情報・システムソサイエティ大会. 186 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 根本一崇: "宛名辞書の階層化による宛名認識の高速化に関する検討"1999年電子情報通信学会情報・システムソサイエティ大会. 187 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 和泉勇治: "自乗結合を持つニューラルネットワークによる手書き文字の高精度認識"電子情報通信学会技術研究報告. PRMU99-54. 37-44 (1999)

    • Related Report
      1999 Annual Research Report

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

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