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Auto-generation of the handwritten character and brush character with individuality and natural variation

Research Project

Project/Area Number 15K00242
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Perceptual information processing
Research InstitutionThe University of Aizu

Principal Investigator

SHIN JUNG PIL  会津大学, コンピュータ理工学部, 上級准教授 (40315677)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2017: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2016: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2015: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords筆跡 / 文字合成 / 個人性 / 変異性 / 文字生成 / 異変性 / 拡張性 / 筆者識別 / 毛筆文字の生成 / 異変製 / 毛筆文字の合成
Outline of Final Research Achievements

This research is concerned with the character generation method modeled personal handwriting. This research has succeeded to generate a handwritten character affected by (1) individuality and (2) natural variation of handwriting. It was based on this and 3 targets were established about this problem. First the character method to synthesize from a sample which has not written actually (called (3) scalability) has been developed aiming at realization of a more convenient system. Next the generated character was utilized and the performance of the on-line writer verification was improved. The artificial brush type character with 3 natures mentioned before was synthesized and model development for synthesis of the writing brush character was achieved.

Report

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

    (36 results)

All 2017 2016 2015

All Journal Article (13 results) (of which Int'l Joint Research: 12 results,  Peer Reviewed: 13 results,  Open Access: 13 results) Presentation (22 results) (of which Int'l Joint Research: 21 results) Book (1 results)

  • [Journal Article] Non-touch Character Input System Based on Hand Tapping Gestures Using Kinect Sensor2017

    • Author(s)
      Jungpil Shin, Cheol Min Kim
    • Journal Title

      IEEE Access

      Volume: 5 Pages: 10496-10505

    • DOI

      10.1109/access.2017.2703783

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Sensor Fault Classification Based on Support Vector Machine and Statistical Time-Domain Features2017

    • Author(s)
      Sana Ullah Jan, Young Doo Lee, Jungpil Shin, Insoo Koo
    • Journal Title

      IEEE Access

      Volume: 5 Pages: 8682-8690

    • DOI

      10.1109/access.2017.2705644

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Writer Identification Using Intra-stroke and Inter-stroke Information for Security Enhancements in P2P Systems2017

    • Author(s)
      Jungpil Shin, Zhaofeng Liu, Cheol Min Kim, Hyung-Jin Mun
    • Journal Title

      Journal of Peer-to-Peer Networking and Applications (Springer)

      Volume: 1 Issue: 6 Pages: 1-10

    • DOI

      10.1007/s12083-017-0606-0

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] A Novel Secure and Efficient Hash Function with Extra Padding against Rainbow Table Attacks2017

    • Author(s)
      Hyung-Jin Mun, Sunghyuck Hong, Jungpil Shin
    • Journal Title

      Cluster Computing (Springer)

      Volume: 1 Issue: 1 Pages: 1-13

    • DOI

      10.1007/s10586-017-0886-4

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Non-touch Character Input Using the Virtual Keyboard in Smart Devices2017

    • Author(s)
      Jungpil Shin, Cheol Min Kim, Keun Soo Yun
    • Journal Title

      Journal of Advanced Research in Dynamical and Control Systems

      Volume: 15 Pages: 494-502

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] User-Friendly Interactive Chinese Character Education System and Its Effect2017

    • Author(s)
      Yusuke Shimizu and Jungpil Shin
    • Journal Title

      International Journal of Emerging Multidisciplinary Research

      Volume: 1 Pages: 19-29

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Securing information exchange in VANETs by using pairing-based cryptography2017

    • Author(s)
      Chin-Ling Chen, Jungpil Shin, Yu-Ting Tsai, Aniello Castiglione and Francesco Palmieri
    • Journal Title

      International Journal of Foundations of Computer Science

      Volume: 28 Pages: 781-797

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] A SaaS-Model-Based Approach to an Environment Monitoring System2017

    • Author(s)
      Chin-Ling Chen, Jungpil Shin, Woei-Jiunn Tsaur, Changqing Gong and Liang Zhao
    • Journal Title

      Journal of Internet Technology

      Volume: 18 Pages: 347-359

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Signature Verification Based on Inter-Stroke and Intra-Stroke Information2017

    • Author(s)
      Jungpil Shin, Ken Maruyama, Cheol Min Kim
    • Journal Title

      ACM Applied Computing Review

      Volume: 17 Pages: 26-34

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Personal Identification using Face Images2015

    • Author(s)
      Hiroshi Kanno, Jungpil Shin
    • Journal Title

      International Journal of Applied Engineering Research

      Volume: 10 Pages: 101-105

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Synthesis of Handwritten Style and Cursive English Font Reflected Personality2015

    • Author(s)
      Jungpil Shin, Keunsoo Yun
    • Journal Title

      International Journal of Applied Engineering Research

      Volume: 10 Pages: 357-361

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Fuzzy Rules Method for On-Line Signature Evaluation2015

    • Author(s)
      Kazunari Soma, Jungpil Shin
    • Journal Title

      International Journal of Applied Engineering Research

      Volume: 10 Pages: 111-114

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Face Detection Algorithm using Facial Features and Geometrical Positions2015

    • Author(s)
      Syouko Ootsuka, Jungpil Shin
    • Journal Title

      International Journal of Applied Engineering Research

      Volume: 10 Pages: 106-110

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] Feature Extraction for User Identification using 3D Handwriting2017

    • Author(s)
      Ryosuke Motoki, Jungpil Shin
    • Organizer
      The 4th International Conference for Small & Medium Business
    • Place of Presentation
      Okinawa, Japan
    • Year and Date
      2017-01-18
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Oriental Brush Simulation using 3 Dimensional Action2017

    • Author(s)
      Jungpil Shin, Cheol Min Kim
    • Organizer
      ACM 2017 Research in Adaptive and Convergent Systems
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] User Authentication using Leap Motion2017

    • Author(s)
      Kotaro Maruyama, Jungpil Shin, Cheol Min Kim, Chin-Ling Chen
    • Organizer
      ACM 2017 Research in Adaptive and Convergent Systems
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Cryptanalysis of Yang et al.’s handover authentication scheme for mobile network environment2017

    • Author(s)
      Yong-Yuan Deng, Chin-Ling Chen, Jungpil Shin and Kun-Hao Wang
    • Organizer
      1st International Symposium on Computer Science and Intelligent Control (ISCSIC 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Neurofeedback Based Attention Training for Children with ADHD2017

    • Author(s)
      Chin-Ling Chen, Yung-Wen Tang, Nian-Qiao Zhang, Jungpil Shin
    • Organizer
      The 8th International Conference on Awareness Science and Technology (iCAST 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Reduction of Gesture Feature Dimension for Improving the Hand Gesture Recognition Performance of Numerical Sign Language2017

    • Author(s)
      Rasel Ahmed Bhuiyan, Abdul Kawsar Tushar, Akm Ashiquzzaman, Jungpil Shin, Md Rashedul Islam
    • Organizer
      IEEE International Conference On Computer and Information Technology (ICCIT 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Feature Extraction for Signature Synthesis2017

    • Author(s)
      Naoaki Ishigami, Jungpil Shin
    • Organizer
      International Conference on Convergence Technology (ICCT2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Continuous Motion Detection using Histogram of Oriented Gradients2017

    • Author(s)
      Jungpil Shin, Md Abdur Rahim, Keun Soo Yun
    • Organizer
      International Conference on Business Solutions for MSME Enterprises (ICSMB 2018)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Integrated Recognition of Handwritten and Printed Character using Machine Learning Algorithm2017

    • Author(s)
      Md Abdur Rahim, Jungpil Shin, Keun Soo Yun
    • Organizer
      International Conference on Business Solutions for MSME Enterprises (ICSMB 2018)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Character Input System using Fingertip Detection with Kinect Sensor2016

    • Author(s)
      Jungpil Shin, Cheol Min Kim
    • Organizer
      ACM 2016 Research in Adaptive and Convergent Systems (ACM RACS 2016)
    • Place of Presentation
      Odense, Denmark
    • Year and Date
      2016-10-11
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] On-Line Signature Verification Using Inter-Stroke Information2016

    • Author(s)
      Jungpil Shin, Ken Maruyama, Cheol Min Kim
    • Organizer
      ACM 2016 Research in Adaptive and Convergent Systems (ACM RACS 2016)
    • Place of Presentation
      Odense, Denmark
    • Year and Date
      2016-10-11
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Writer Verification Based on Three-dimensional Information using Kinect Sensor2016

    • Author(s)
      Jungpil Shin, Takuya Kutsuoka, Cheol Min Kim
    • Organizer
      ACM 2016 Research in Adaptive and Convergent Systems (ACM RACS 2016)
    • Place of Presentation
      Odense, Denmark
    • Year and Date
      2016-10-11
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Keyboard Input by Movement of the Finger and Pointer using a Smart Device2016

    • Author(s)
      Jungpil Shin, Hiromasa Omote, Cheol Min Kim
    • Organizer
      The 9th International Conference on Advances in Human-oriented and Personalized Mechanisms, Technologies, and Services (CENTRIC 2016)
    • Place of Presentation
      Rome, Italy
    • Year and Date
      2016-08-21
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Data Analysis of Automated Monitoring System Based on Target Features2015

    • Author(s)
      Md Saiful Islam, Jung Chul Lee, Jungpil Shin, Ui Pil Chong
    • Organizer
      The 7th International Conference on Computer Science and its Applications (CSA 2015)
    • Place of Presentation
      Cebu, Philippines
    • Year and Date
      2015-12-15
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Kanji Learning System for Portable Devices2015

    • Author(s)
      Tsukada Youji, Jungpil Shin
    • Organizer
      The 15th The International Conference on Computers, Communications and Systems (ICCCS 2015)
    • Place of Presentation
      Daegu. Korea
    • Year and Date
      2015-11-06
    • Related Report
      2015 Research-status Report
  • [Presentation] The Educational Effect of Schoolchildren’s Use of Chinese Character e-Learning Systems2015

    • Author(s)
      Jungpil Shin, Takayuki Nakamura
    • Organizer
      The 8-th International Conference on the Frontiers of Information Technology, Application and Tools (FITAT2015)
    • Place of Presentation
      Jilin, China
    • Year and Date
      2015-07-20
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Personal Identification using Face Images2015

    • Author(s)
      Hiroshi Kanno, Jungpil Shin
    • Organizer
      International Conference on Convergence Technology
    • Place of Presentation
      Hokkaido, Japan
    • Year and Date
      2015-06-29
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Fuzzy Rules Method for On-Line Signature Evaluation2015

    • Author(s)
      Kazunari Soma, Jungpil Shin
    • Organizer
      International Conference on Convergence Technology
    • Place of Presentation
      Hokkaido, Japan
    • Year and Date
      2015-06-29
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Synthesis of Handwritten Style Cursive English Font2015

    • Author(s)
      Jungpil Shin, Takase Yoshiaki, Keunsoo Yun
    • Organizer
      International Conference on Convergence Technology
    • Place of Presentation
      Hokkaido, Japan
    • Year and Date
      2015-06-29
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Face Detection Algorithm using Facial Features and Geometrical Positions2015

    • Author(s)
      Syouko Ootsuka, Jungpil Shin
    • Organizer
      International Conference on Convergence Technology
    • Place of Presentation
      Hokkaido, Japan
    • Year and Date
      2015-06-29
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Writer Identification Method using Inter and Intra-Stroke Information2015

    • Author(s)
      Jungpil Shin, Zhaofeng Liu
    • Organizer
      The Fifth International Conference on Advanced Communications and Computation (Infocomp2015)
    • Place of Presentation
      Brussels, Belgium
    • Year and Date
      2015-06-21
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] An Illegal Behavior Unmasked System via Subliminal Channel2015

    • Author(s)
      Chin-Ling Chen, Chien-Hung Chen, Jungpil Shin
    • Organizer
      2015 International Conference on Applied System Innovation (ICASI 2015)
    • Place of Presentation
      Osaka, Japan
    • Year and Date
      2015-05-22
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Book] Advanced Engineering Research and Applications(Chapter 22)2017

    • Author(s)
      Jungpil Shin
    • Total Pages
      15
    • Publisher
      Handwritten Style English Font Generation Reflected Personality
    • Related Report
      2016 Research-status Report

URL: 

Published: 2015-04-16   Modified: 2019-03-29  

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