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

• Project/Area Number: 15K00242
• Research Category: Grant-in-Aid for Scientific Research (C)
• Allocation Type: Multi-year Fund
• Section: 一般
• Research Field: Perceptual information processing
• Research Institution: The 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: ¥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.

Research Products

• [Journal Article] Non-touch Character Input System Based on Hand Tapping Gestures Using Kinect Sensor (2017)
  • Author(s): Jungpil Shin, Cheol Min Kim
  • Journal Title: IEEE Access Volume: 5 Pages: 10496-10505
  • DOI: 10.1109/access.2017.2703783
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Sensor Fault Classification Based on Support Vector Machine and Statistical Time-Domain Features (2017)
  • 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
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Writer Identification Using Intra-stroke and Inter-stroke Information for Security Enhancements in P2P Systems (2017)
  • 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
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] A Novel Secure and Efficient Hash Function with Extra Padding against Rainbow Table Attacks (2017)
  • 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
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Non-touch Character Input Using the Virtual Keyboard in Smart Devices (2017)
  • 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
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] User-Friendly Interactive Chinese Character Education System and Its Effect (2017)
  • Author(s): Yusuke Shimizu and Jungpil Shin
  • Journal Title: International Journal of Emerging Multidisciplinary Research Volume: 1 Pages: 19-29
  • Peer Reviewed / Open Access
• [Journal Article] Securing information exchange in VANETs by using pairing-based cryptography (2017)
  • 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
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] A SaaS-Model-Based Approach to an Environment Monitoring System (2017)
  • 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
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Signature Verification Based on Inter-Stroke and Intra-Stroke Information (2017)
  • Author(s): Jungpil Shin, Ken Maruyama, Cheol Min Kim
  • Journal Title: ACM Applied Computing Review Volume: 17 Pages: 26-34
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Personal Identification using Face Images (2015)
  • Author(s): Hiroshi Kanno, Jungpil Shin
  • Journal Title: International Journal of Applied Engineering Research Volume: 10 Pages: 101-105
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Synthesis of Handwritten Style and Cursive English Font Reflected Personality (2015)
  • Author(s): Jungpil Shin, Keunsoo Yun
  • Journal Title: International Journal of Applied Engineering Research Volume: 10 Pages: 357-361
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Fuzzy Rules Method for On-Line Signature Evaluation (2015)
  • Author(s): Kazunari Soma, Jungpil Shin
  • Journal Title: International Journal of Applied Engineering Research Volume: 10 Pages: 111-114
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Face Detection Algorithm using Facial Features and Geometrical Positions (2015)
  • Author(s): Syouko Ootsuka, Jungpil Shin
  • Journal Title: International Journal of Applied Engineering Research Volume: 10 Pages: 106-110
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Presentation] Feature Extraction for User Identification using 3D Handwriting (2017)
  • 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
  • Int'l Joint Research
• [Presentation] Oriental Brush Simulation using 3 Dimensional Action (2017)
  • Author(s): Jungpil Shin, Cheol Min Kim
  • Organizer: ACM 2017 Research in Adaptive and Convergent Systems
  • Int'l Joint Research
• [Presentation] User Authentication using Leap Motion (2017)
  • Author(s): Kotaro Maruyama, Jungpil Shin, Cheol Min Kim, Chin-Ling Chen
  • Organizer: ACM 2017 Research in Adaptive and Convergent Systems
  • Int'l Joint Research
• [Presentation] Cryptanalysis of Yang et al.’s handover authentication scheme for mobile network environment (2017)
  • 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)
  • Int'l Joint Research
• [Presentation] Neurofeedback Based Attention Training for Children with ADHD (2017)
  • 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)
  • Int'l Joint Research
• [Presentation] Reduction of Gesture Feature Dimension for Improving the Hand Gesture Recognition Performance of Numerical Sign Language (2017)
  • 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)
  • Int'l Joint Research
• [Presentation] Feature Extraction for Signature Synthesis (2017)
  • Author(s): Naoaki Ishigami, Jungpil Shin
  • Organizer: International Conference on Convergence Technology (ICCT2017)
  • Int'l Joint Research
• [Presentation] Continuous Motion Detection using Histogram of Oriented Gradients (2017)
  • Author(s): Jungpil Shin, Md Abdur Rahim, Keun Soo Yun
  • Organizer: International Conference on Business Solutions for MSME Enterprises (ICSMB 2018)
  • Int'l Joint Research
• [Presentation] Integrated Recognition of Handwritten and Printed Character using Machine Learning Algorithm (2017)
  • Author(s): Md Abdur Rahim, Jungpil Shin, Keun Soo Yun
  • Organizer: International Conference on Business Solutions for MSME Enterprises (ICSMB 2018)
  • Int'l Joint Research
• [Presentation] Character Input System using Fingertip Detection with Kinect Sensor (2016)
  • 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
  • Int'l Joint Research
• [Presentation] On-Line Signature Verification Using Inter-Stroke Information (2016)
  • 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
  • Int'l Joint Research
• [Presentation] Writer Verification Based on Three-dimensional Information using Kinect Sensor (2016)
  • 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
  • Int'l Joint Research
• [Presentation] Keyboard Input by Movement of the Finger and Pointer using a Smart Device (2016)
  • 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
  • Int'l Joint Research
• [Presentation] Data Analysis of Automated Monitoring System Based on Target Features (2015)
  • 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
  • Int'l Joint Research
• [Presentation] Kanji Learning System for Portable Devices (2015)
  • 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
• [Presentation] The Educational Effect of Schoolchildren’s Use of Chinese Character e-Learning Systems (2015)
  • 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
  • Int'l Joint Research
• [Presentation] Personal Identification using Face Images (2015)
  • Author(s): Hiroshi Kanno, Jungpil Shin
  • Organizer: International Conference on Convergence Technology
  • Place of Presentation: Hokkaido, Japan
  • Year and Date: 2015-06-29
  • Int'l Joint Research
• [Presentation] Fuzzy Rules Method for On-Line Signature Evaluation (2015)
  • Author(s): Kazunari Soma, Jungpil Shin
  • Organizer: International Conference on Convergence Technology
  • Place of Presentation: Hokkaido, Japan
  • Year and Date: 2015-06-29
  • Int'l Joint Research
• [Presentation] Synthesis of Handwritten Style Cursive English Font (2015)
  • 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
  • Int'l Joint Research
• [Presentation] Face Detection Algorithm using Facial Features and Geometrical Positions (2015)
  • Author(s): Syouko Ootsuka, Jungpil Shin
  • Organizer: International Conference on Convergence Technology
  • Place of Presentation: Hokkaido, Japan
  • Year and Date: 2015-06-29
  • Int'l Joint Research
• [Presentation] Writer Identification Method using Inter and Intra-Stroke Information (2015)
  • 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
  • Int'l Joint Research
• [Presentation] An Illegal Behavior Unmasked System via Subliminal Channel (2015)
  • 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
  • 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