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To establish and apply a high-precision recognition technology for seriously deteriorated oracle bone inscriptions

Research Project

Project/Area Number 26870713
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Cultural assets study and museology
Perceptual information processing
Research InstitutionRitsumeikan University

Principal Investigator

Meng Lin  立命館大学, 理工学部, 助教 (60615938)

Research Collaborator Yamazaki Katsuhiro  立命館大学, 理工学部, 教授
Izumi Tomonori  立命館大学, 理工学部, 教授
Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2016: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2014: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywords甲骨文字認識 / パターン認識 / 特徴認識 / 文字認識 / 甲骨文字 / 劣化
Outline of Final Research Achievements

Oracle bone inscriptions (OBIs) are one of the oldest hieroglyphics which were inscribed on the bone of cattle or turtle shells in the period of Shang about 3000 years ago. Recognizing the OBIs is important for understanding the origin of characters, history research, etc. However, noise, heterogeneity in inclination and size of OBIs made the OBI recognition difficult using image processing. OBIs are inscribed by sharp objects and consist of straight lines. We perform noise reduction, normalization, and thinning, and then use features of OBIs proposing several recognition method. The experimental results show that more than 90% OBIs were recognized in these methods.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (23 results)

All 2017 2016 2015 2014 Other

All Journal Article (4 results) (of which Peer Reviewed: 4 results,  Open Access: 3 results,  Acknowledgement Compliant: 3 results) Presentation (15 results) (of which Int'l Joint Research: 2 results) Book (1 results) Remarks (3 results)

  • [Journal Article] Recognition of Oracular Bone Inscriptions Using Template Matching2016

    • Author(s)
      Lin Meng, Yoshiyuki Fujikawa, Atsuchi Ochiai, Tomonori Izumi and Katsuhiro Yamazaki,
    • Journal Title

      International Journal of Computers Theory and Engineering

      Volume: 8 Issue: 1 Pages: 53-57

    • DOI

      10.7763/ijcte.2016.v8.1019

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Recognition of Oracular Bone Inscriptions Using Template Matching,2016

    • Author(s)
      Lin Meng, Yoshiyuki Fujikawa, Atsuchi Ochiai, Tomonori Izumi and Katsuhiro Yamazaki,
    • Journal Title

      International Journal of Computers Theory and Engineering,

      Volume: 8

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] ハフ空間上でのクラスタリングとマッチングによる甲骨文字の認識2015

    • Author(s)
      孟 林,泉 知論, 小柳 滋
    • Journal Title

      画像電子学会誌

      Volume: 44 Pages: 627-636

    • NAID

      130005171435

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Combining ALU Chaining with Two Direction Address Renaming Load Value Prediction2014

    • Author(s)
      Lin Meng, Tomonori Izumi, Kei Ichino, Nobuhiro Moriwaki and Shigeru Oyanagi
    • Journal Title

      International Journal of Advanced Mechatronic Systems,

      Volume: 6 Pages: 53-64

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] ガボールフィルタを用いた甲骨拓本からの文字領域の抽出2017

    • Author(s)
      渡邉 清威, 孟 林, 泉 知論
    • Organizer
      IEICE 研究会,PRMU/SP研究会
    • Place of Presentation
      東北大学(宮城県 仙台市)
    • Year and Date
      2017-06-23
    • Related Report
      2016 Annual Research Report
  • [Presentation] 甲骨文字データベースの構築と候補テンプレートの検索2017

    • Author(s)
      柴田 睦月, 孟 林,山崎 勝弘
    • Organizer
      情報処理学会第79 回全国大会
    • Place of Presentation
      名古屋大学(愛知県 名古屋市)
    • Year and Date
      2017-03-16
    • Related Report
      2016 Annual Research Report
  • [Presentation] 近傍ベクトルを用いた甲骨文字の特徴点と線の検出2017

    • Author(s)
      岸 雅大,石井 康史, 孟 林, 山崎 勝弘
    • Organizer
      情報処理学会第79 回全国大会
    • Place of Presentation
      名古屋大学(愛知県 名古屋市)
    • Year and Date
      2017-03-16
    • Related Report
      2016 Annual Research Report
  • [Presentation] 線分の距離依存関係を用いたクラスタリングでの主線分決定による甲骨文字認識2017

    • Author(s)
      辻 翼,岸 雅大,石井 康史, 孟 林, 山崎 勝弘
    • Organizer
      情報処理学会第79 回全国大会
    • Place of Presentation
      名古屋大学(愛知県 名古屋市)
    • Year and Date
      2017-03-16
    • Related Report
      2016 Annual Research Report
  • [Presentation] Recognition of Oracle Bone Inscriptions by Extracting Line Features on Image Processing2017

    • Author(s)
      Lin meng
    • Organizer
      the 6th International Conference on Pattern Recognition Applications and Methods(ICPRAM)
    • Place of Presentation
      Porto, Portugal
    • Year and Date
      2017-02-25
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 線分抽出パラメタの自動最適化による甲骨文字認識率の向上2017

    • Author(s)
      鈴木 達也, 孟 林, 泉 知論
    • Organizer
      IEICE 研究会
    • Place of Presentation
      北海道大学(北海道 札幌市)
    • Year and Date
      2017-02-21
    • Related Report
      2016 Annual Research Report
  • [Presentation] HOGにおける輪郭角度計算を用いた甲骨文字の特徴点抽出2016

    • Author(s)
      藤川佳之,石井康史,孟 林,山崎勝弘
    • Organizer
      情報処理学会第78回全国大会
    • Place of Presentation
      慶応大学(横浜市,神奈川県)
    • Year and Date
      2016-03-09
    • Related Report
      2015 Research-status Report
  • [Presentation] 特徴量を用いた甲骨文字の候補テンプレート抽出と認識2016

    • Author(s)
      石井康史,藤川佳之,孟 林,山崎勝弘
    • Organizer
      情報処理学会第78回全国大会
    • Place of Presentation
      慶応大学(横浜市,神奈川県)
    • Year and Date
      2016-03-09
    • Related Report
      2015 Research-status Report
  • [Presentation] 直線端点マッチングによる甲骨文字認識手法と基礎評価2015

    • Author(s)
      鈴木達也, 孟林, 泉 知論
    • Organizer
      パターン認識・メディア理解研究会(PRMU)
    • Place of Presentation
      愛媛大学(愛媛,松山)
    • Year and Date
      2015-09-07
    • Related Report
      2015 Research-status Report
  • [Presentation] Detecting Cracks on a Concrete Surface Using Histogram of Oriented Gradients2015

    • Author(s)
      Lin Meng and Zhongkui Wang Shigeru Oyanagi
    • Organizer
      2015 International Conference on Advanced Mechatronic Systems(ICAMechS 2015)
    • Place of Presentation
      Beijing,China
    • Year and Date
      2015-08-24
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] ラベリングと2値化における動的な閾値設定を用いた甲骨文字の認識2015

    • Author(s)
      藤川 佳之,孟 林,泉 知論,山崎 勝弘
    • Organizer
      情報処理学会第77回全国大会
    • Place of Presentation
      京都大学(京都府)
    • Year and Date
      2015-03-17
    • Related Report
      2014 Research-status Report
  • [Presentation] 甲骨文字認識プロジェクト ー 画像処理とGPUを用いた甲骨文字認識の研究2015

    • Author(s)
      孟 林, 石井 康史, 藤川 佳之, 落合 淳思, 泉 知論, 山崎 勝弘
    • Organizer
      2015年電子情報通信学会 総合大会
    • Place of Presentation
      立命館大学(滋賀県)
    • Year and Date
      2015-03-11
    • Related Report
      2014 Research-status Report
  • [Presentation] 甲骨文字認識における文字データベースの作成2015

    • Author(s)
      石井 康史,藤川 佳之,孟 林,山崎 勝弘,
    • Organizer
      2015年電子情報通信学会 総合大会
    • Place of Presentation
      立命館大学(滋賀県)
    • Year and Date
      2015-03-11
    • Related Report
      2014 Research-status Report
  • [Presentation] FPGA-based BLOB Detection Using Dual-pipelining2015

    • Author(s)
      Naoto Nojiri, Lin Meng and Katsuhiro Yamazak
    • Organizer
      The 2015 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays
    • Place of Presentation
      Monterey, USA
    • Year and Date
      2015-02-23
    • Related Report
      2014 Research-status Report
  • [Presentation] Recognition of Oracular Bone Inscriptions usi ng Template Matching2014

    • Author(s)
      Lin Meng , Yoshiyuki Fujikawa , Atsushi Ochiai, Tomonori Izumi and Katsuhiro Yamazaki
    • Organizer
      2014 2nd International Conference on Information and Computer Technology
    • Place of Presentation
      Chengdu, CHINA
    • Year and Date
      2014-09-07
    • Related Report
      2014 Research-status Report
  • [Book] 画像処理を用いた甲骨文字認識2017

    • Author(s)
      孟 林
    • Total Pages
      176
    • Publisher
      北斗プリント社
    • Related Report
      2016 Annual Research Report
  • [Remarks] 研究者データベース

    • URL

      http://research-db.ritsumei.ac.jp/Profiles/102/0010177/profile.html

    • Related Report
      2016 Annual Research Report
  • [Remarks] 研究者紹介

    • URL

      http://research-db.ritsumei.ac.jp/Profiles/102/0010177/profile.html

    • Related Report
      2015 Research-status Report
  • [Remarks] 教員データベース

    • URL

      http://research-db.ritsumei.ac.jp/Profiles/102/0010177/profile.html

    • Related Report
      2014 Research-status Report

URL: 

Published: 2014-04-04   Modified: 2018-03-22  

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