Rchr

J-GLOBAL ID：200901047784415672 Update date: Sep. 19, 2024

Nakagawa Masaki

ナカガワマサキ | Nakagawa Masaki

Affiliation and department：
Homepage URL (1)： http://www.tuat.ac.jp/~nakagawa/

Research field (1)： Perceptual information processing

Research theme for competitive and other funds (36)：

2024 - 2027 Integration of handwritten descriptive answer recognition and automatic/semi-automatic scoring, machine learning and analysis
2023 - 2026 Development and improvement of a descriptive automatic scoring system incorporating handwritten character recognition
2022 - 2026 Development and evaluation of science and mathematics learning systems through digital transformation: towards transforming the quality of learning
2021 - 2025 Development of assessment in mathematics and science for using advanced digital technology: Toward the cultivation of scientific thinking
2020 - 2023 An Development of automated short-answer scoring system based on deep learning without using supervised scoring data

2019 - 2023 Enhancement of handwritten mathematical expression recognition through establishment of multi-dimensional structural analysis

2018 - 2023 Development of Integrated Knowledge through Establishment of an Interactive Research Scheme based on the Open-Data of Research Resources for Wooden Tablets and Related Topics

2018 - 2022 Conversion of Wooden Documents Recovered from the Nara Palace and Capital and Their Historic Context into a Global Resource

2017 - 2022 Comprehensive Studies of Computer-Based Testing Using Tablet PC that Evaluates Applicants Multifacetedly and Comprehensively Contributing to Articulation of High Schools and Universities

2013 - 2018 Central information management and knowledge compilation for the development as a resource of wooden tablets and other excavated documentary materials

2014 - 2017 Renovaton of Character and Scene Text Enginieering

2012 - 2016 Preparing a test bed for digital archives of historical documents in Asia

2008 - 2012 The improvement of the Support system to decode excavated historical documents and the development of the comprehensive research center database

2005 - 2008 Handwriting-based User Interfaces and their applications to creative work

2003 - 2007 The development of the automatical system with a reasoning function which recognizes the character of the excavated written sources such as Wooden Tablets

2004 - 2006 自然言語インタフェースのための文字遷移情報量に対する新しい視点と応用

2000 - 2001 Basic Research on the Language Learning Environment that Utilizes Web Server/Mobile Technology

1999 - 2001 DEVELOPMENT OF MOBILE LEARNING ENVIRONMENT THROUGH MEDIA FUSION

1999 - 2001 Prototyping of eye-gathering educational software for Information Technology and Information Processing education as well as formalization of its engineering methodology

1996 - 1999 "Fundamental Research for the Construction of Kao (花押 autograph) Image Database, and its Measurement Processing."

1998 - 1998 「日本語の音連続に対応するひらがな表記」学習システムの開発及び習得過程研究

1997 - 1997 「日本語の音連続に対応するひらがな表記」学習システムの開発及び習得過程研究

1995 - 1995 手書き筆跡データーベースシステムの試作と応用

1987 - 1987 ソフトウェア工学のための日本語プログラミング環境の実現とそのシリコン化

1986 - 1986 並列実行モジュールの動作・同期・交信の記述及び実現とその数学的意味論に基づく検証

1985 - 1985 並列実行モジュールの動作・同期・交信の記述及び実現とその数学的意味論に基づく検証

先進的情報化学習環境

新規ハードウェアによるユーザインタフェース

教育支援ソフトウェア

発想支援手書きインタフェース

オンライン手書きパタン認識

New learning environment empowered by IT

User Interface for new devices

educational software

Handwriting-based User Interface

On-line Handwritten Pattern Recognition

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Papers (223)：

Thanh-Nghia Truong, Cuong Tuan Nguyen, Richard Zanibbi, Harold Mouchère, Masaki Nakagawa. A survey on handwritten mathematical expression recognition: The rise of encoder-decoder and GNN models. Pattern Recognit. 2024. 153. 110531-110531
Viet-Hang Duong, Hung Tuan Nguyen, Masaki Nakagawa, The Bao Pham. A Novel Approach for Vietnamese Handwritten Text Recognition. Automatic Control and Computer Sciences. 2023. 57. 5. 534-541
Yejing Xie, Harold Mouchère, Foteini Simistira Liwicki, Sumit Rakesh, Rajkumar Saini, Masaki Nakagawa, Cuong Tuan Nguyen, Thanh-Nghia Truong. ICDAR 2023 CROHME: Competition on Recognition of Handwritten Mathematical Expressions. ICDAR (2). 2023. 553-565
Masayuki Honda, Hung Tuan Nguyen, Cuong Tuan Nguyen, Kha Cong Nguyen, Ryosuke Odate, Takashi Kanemaru, Masaki Nakagawa. Incremental Teacher Model with Mixed Augmentations and Scheduled Pseudo-label Loss for Handwritten Text Recognition. ICDAR (4). 2023. 287-301
Tomo Asakura, Hung Nguyen, Nghia Truong, Nam Tuan Ly, Cuong Tuan Nguyen, Hiroshi Miyazawa, Yoichi Tsuchida, Takahiro Yamamoto, Masamitsu Ito, Toshihiko Horie, et al. Digitalizing educational workbooks and collecting handwritten answers for automatic scoring. iTextbooks@AIED. 2023. 78-87

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MISC (276)：

森住啓, NGUYEN Cuong Tuan, 清水郁子, 中川正樹. CNN and 2D BLSTM for Local Feature Extraction in Handwritten Mathematical Expression Recognition. 電子情報通信学会技術研究報告(Web). 2020. 120. 300(PRMU2020 38-68)
NGUYEN Hung Tuan, NAKAMURA Tsubasa, NGUYEN Cuong Tuan, NAKAGAWA Masaki. Online trajectory recovery from offline handwritten Japanese kanji characters. 電子情報通信学会技術研究報告(Web). 2020. 120. 154(PRMU2020 8-17)
耒代誠仁, リートゥアン・ナム, グエンコング・カー, 中川正樹, 山本和明. 階層化された情報システムのためのくずし字解読機能の試作-A prototype of historical Kuzushi-ji decoding function for information systems with multi-layered structure design. 日本情報考古学会講演論文集 = Papers and proceedings of Japan Society for Archaeological Information / 日本情報考古学会編. 2019. 22. 11-15
佐藤旭, 小林心, LY Nam Tuan, COUNG Nguyen Tuan, 北本朝展, 北本朝展, 中川正樹. 日本古典籍くずし字文書の文字列認識. 情報処理学会研究報告(Web). 2019. 2019. CH-119
NGUYEN Hung Tuan, NGUYEN Cuong Tuan, NAKAGAWA Masaki, KITAMOTO Asanobu, KITAMOTO Asanobu. Text Segmentation for Japanese Historical Documents using Fully Convolutional Neural Network. 情報処理学会研究報告(Web). 2019. 2019. CH-119

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Books (9)：

弱みを強みに : 手書きをデジタルに
Oroco Planning 2017 ISBN:9784990841232
Recent Results of Online Japanese Handwriting Recognition and Its Applications, Arabic and Chinese Handwriting Recognition
(David Doermann, Stefan Jaeger ed. selected papers from SACH 2006) Lecture Notes in Computer Science (LNCS) 4768 2008
Handwriting-based user interfaces employing on-line handwriting recognition
1999
A Probabilistic model for candidate selection in recognition of large character set
1999
A Probabilistic model for candidate selection in recognition of large character set
1999

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Lectures and oral presentations (329)：

古代解読のための画像ビューワの試作
(日本情報考古学会第27回大会,Vol.7,No.27,pp.35-38 2010)
古代木簡解読支援のための画像処理ユーザインタフェース
(2010年電子情報通信学会総合大会,CD-ROM,(2010.3) 2010)
視覚障害学生に対する板書を音声化する教育支援システム,
(2010年電子情報通信学会総合大会,CD-ROM,(2010.3) 2010)
A User Interface for Image Processing to Support Reading Historical Mokkans
(IEICE,CD-ROM,(2010.3). 2010)
An Education Support System for Students with Visual Impairments by Converting Handwriting into Voice
(IEICE,CD-ROM, 2010)

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Works (245)：

紙とペンによるユーザコンピュータインタラクションの開発
2009 - 2010
手書き文字認識の精度向上に関する研究
2008 - 2009
紙とペンによるユーザコンピュータインタラクションの開発
2008 - 2009
振興分野人材育成ユビキタス&ユニバーサル情報環境の設計技術者養成
2008 - 2009
手書き文字認識に関する研究
2007 - 2008

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Education (4)：

1977 - 1979 Essex University School of Mathematical Studies Department of Computer Science
1977 - 1979 The University of Tokyo
1975 - 1977 The University of Tokyo Faculty of Science Department of Physics
1973 - 1975 The University of Tokyo College of Arts and Sciences

Professional career (2)：

Ph.D. (The University of Tokyo)
M. Sc. in Computer Studies (University of Essex, England)

Work history (11)：

2020/04 - 2022/03 Tokyo University of Agriculture and Technology Vice President, Director of Research Administration Center, Appointed Processor
2017 - 東京農工大学評議員
2015 - 東京農工大学卓越教授
2011 - 2013 東京農工大学評議員
2006 - 2008 東京農工大学産官学連携・知的財産センターセンター長,評議員

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Committee career (8)：

2004 - ヒューマンインタフェース学会副会長
2002 - ヒューマンインタフェース学会理事
1999 - ヒューマンインタフェース学会評議員
電子情報通信学会情報処理教育委員会幹事,ヒューマンインタフェース研究連絡委員,
情報処理学会学会誌編集委員,情報処理教育カリキュラム調査委員会幹事,学会誌

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Awards (14)：

2021/07 - International Association for Pattern Recognition IAPR/ICDAR Outstanding Achievement Award 2021
2016 - 平成28年度科学技術分野の文部科学大臣表彰科学技術賞開発部門受賞
2016 - 平成28年度東京都功労者表彰技術振興功労受賞
2014 - 東京都ベンチャ技術大賞奨励賞
2014 - 情報処理学会フェロー

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Association Membership(s) (7)：

米国計算機学会(Association for Computing Machinery) , 電子情報通信学会 , 米国電気・電子学会(The Institute of Electrical and Electronics Engineers) , ヒューマンインタフェース学会 , 情報処理学会 , 計測自動制御学会ヒュ-マン・インタフェ-ス部会 , 国際パターン認識学会(International Assocoation for Pattern Recognition)

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