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Research on unified models and techniques for recognizing multilingual handwriting from touch based input devices

Research Project

Project/Area Number 15K00225
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Perceptual information processing
Research InstitutionTokyo University of Agriculture and Technology

Principal Investigator

Zhu Bilan  東京農工大学, 工学(系)研究科(研究院), 助教 (50466918)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2017: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2016: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2015: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords手書き認識 / オンライン認識 / 確率モデル
Outline of Final Research Achievements

Based on the highest recognition technologies by explicit segmentation methods established in Japanese online handwriting, we proposed a comprehensive model and applied it to multilingual handwriting recognition such as English, Chinese and Arabic, and we realized performances and advantages more than each technique while containing the merits of the existing techniques for each language.
By using large-scale databases made in Institute of Automation, Chinese Academy of Sciences and University at Buffalo, Buffalo, NY, USA, and turning a PDCA cycle on comparison with the existing techniques, we have achieved the goal. We presented the research results at the places such as international conferences and article magazines and exchanged opinions necessary for studies.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (16 results)

All 2017 2016 2015 Other

All Int'l Joint Research (2 results) Journal Article (3 results) (of which Peer Reviewed: 3 results,  Open Access: 3 results,  Acknowledgement Compliant: 2 results) Presentation (11 results) (of which Int'l Joint Research: 10 results,  Invited: 1 results)

  • [Int'l Joint Research] Shanghai NewReal Auto-System Co., Ltd(China)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] University at Buffalo(米国)

    • Related Report
      2015 Research-status Report
  • [Journal Article] Character-Position-Free On-line Handwritten Japanese Text Recognition by Two Segmentation Methods2016

    • Author(s)
      Jianjuan Liang, Bilan Zhu, Taro Kumagai and Masaki Nakagawa
    • Journal Title

      IEICE Trans. on Inf. & Syst.

      Volume: E99-D Pages: 1172-1181

    • Related Report
      2016 Research-status Report 2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Semi-Incremental Recognition of On-line Handwritten Japanese Text2016

    • Author(s)
      Cuong Tuan Nguyen, Bilan Zhu and Masaki Nakagawa
    • Journal Title

      IEICE Trans. on Inf. & Syst.

      Volume: E99-D Pages: 2619-2628

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] A Line-direction-free and Character-orientation-free On-line Handwritten Japanese Text Recognition System2016

    • Author(s)
      Yuechan Hao, Bilan Zhu and Masaki Nakagawa
    • Journal Title

      IEICE Trans. on Inf. & Syst.

      Volume: E99-D Pages: 197-207

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] An Intelligent Meeting Recording System for BoBi Secretary Robot2017

    • Author(s)
      Bilan Zhu, Jiansheng Liu and Masaki Nakagawa
    • Organizer
      2017 IEEE International Conference on Advanced Robotics and Mechatronics (ICARM 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] An Intelligent Personal Assistant Robot: BoBi Secretary2017

    • Author(s)
      Jiansheng Liu and Bilan Zhu
    • Organizer
      2017 IEEE International Conference on Advanced Robotics and Mechatronics (ICARM 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Prototyping of BoBi Secretary Robot2017

    • Author(s)
      Jiansheng Liu and Bilan Zhu
    • Organizer
      Future Technologies Conference (FTC) 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Recent Technology Trends and Applications of Online Handwritten Chinese/Japanese Character Recognition2017

    • Author(s)
      Bilan Zhu and Masaki Nakagawa
    • Organizer
      BIT’s 1st International Conference of Smart World-2017
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] An Intelligent System for BoBi Robot Meeting Recording2017

    • Author(s)
      Bilan Zhu, Jiansheng Liu and Masaki Nakagawa
    • Organizer
      BIT’s 1st International Conference of Smart World-2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] BoBi Secretary Robot: An Intelligent Personal Assistant2017

    • Author(s)
      Jiansheng Liu and Bilan Zhu
    • Organizer
      BIT’s 1st International Conference of Smart World-2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Online Handwritten Cursive Word Recognition by Combining Segmentation-free and Segmentation-based Methods2016

    • Author(s)
      Bilan Zhu, Arti Shivram, Masaki Nakagawa and Venu Govindaraju
    • Organizer
      15th International Conference on Frontiers in Handwriting Recognition (ICFHR2016)
    • Place of Presentation
      Shenzhen, China
    • Year and Date
      2016-10-23
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Candidate Lattice Refinement Method for Online Handwritten Japanese Text Recognition2016

    • Author(s)
      Jianjuan Liang, Bilan Zhu and Masaki Nakagawa
    • Organizer
      15th International Conference on Frontiers in Handwriting Recognition (ICFHR2016)
    • Place of Presentation
      Shenzhen, China
    • Year and Date
      2016-10-23
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Character-Position-Free On-line Handwritten Japanese Text Recognition2015

    • Author(s)
      Jianjuan Liang, Bilan Zhu, Taro Kumagai and Masaki Nakagawa
    • Organizer
      3rd IAPR Asian Conference on Pattern Recognition (ACPR)
    • Place of Presentation
      Kuala Lumpur, Malaysia
    • Year and Date
      2015-11-03
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Online Handwritten Cursive Word Recognition Using Segmentation-free and Segmentation-based Methods2015

    • Author(s)
      Bilan Zhu, Arti Shivramb, Venu Govindaraju and Masaki Nakagawa
    • Organizer
      3rd IAPR Asian Conference on Pattern Recognition (ACPR)
    • Place of Presentation
      Kuala Lumpur, Malaysia
    • Year and Date
      2015-11-03
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Robust System for Online Handwritten Chinese/Japanese Character Recognition2015

    • Author(s)
      Bilan Zhu and Masaki Nakagawa
    • Organizer
      the 2015 International Conference on Software Engineering and Information Technology (SEIT)
    • Place of Presentation
      Guilin, China
    • Year and Date
      2015-06-26
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research

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Published: 2015-04-16   Modified: 2022-01-24  

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