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Development of sequential dynamic authentication from handwriting, face, and posture information for e-testing

Research Project

Project/Area Number 15K12427
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Educational technology
Research InstitutionTokyo University of Science

Principal Investigator

Akakura Takako  東京理科大学, 工学部情報工学科, 教授 (80212398)

Co-Investigator(Renkei-kenkyūsha) TOMOTO Takahito  東京工芸大学, 工学部, 助教 (10508435)
FURUTA Takehiro  奈良教育大学, 教育学部, 准教授 (60453825)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Fiscal Year 2017: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2016: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywordseテスティング / eラーニング / 遠隔教育 / 個人認証 / 筆記認証 / 顔認証
Outline of Final Research Achievements

The purpose of this study was to develop a method for authenticating a test taker over the entire duration of an e-testing. This method uses a pen tablet and a camera attached to the top of a computer monitor to obtain handwriting, face, and posture information. The contents of the study are as follows. (1) I analyzed changes over time in face information and the impact of changes in posture on face authentication. (2) I developed a method for face authentication that is robust against changes in posture and developed a methodology for sequentially updating face information. (3) I combined face authentication with handwriting authentication. In the developed method, handwriting data were added to the results of (1) and (2) above. So, I could perform authentication over the entire duration of e-testing. Finally, previous authentication methods have used pen tablets, but I verified that tablet computers provide similar accuracy with our method.

Report

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

    (28 results)

All 2018 2017 2016 2015

All Journal Article (13 results) (of which Peer Reviewed: 6 results,  Acknowledgement Compliant: 7 results,  Open Access: 2 results) Presentation (14 results) (of which Int'l Joint Research: 5 results) Book (1 results)

  • [Journal Article] Learner Authentication by Sequential Updated Reference Information Using Input Face Information in a E-Learning2018

    • Author(s)
      川又泰介・石井隆稔・赤倉貴子
    • Journal Title

      電子情報通信学会論文誌D 情報・システム

      Volume: J101-D Issue: 4 Pages: 725-728

    • DOI

      10.14923/transinfj.2017JDL8018

    • ISSN
      1880-4535, 1881-0225
    • Year and Date
      2018-04-01
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] e-Testingにおける静的情報を用いたテキスト独立型筆記認証の検討2018

    • Author(s)
      川又泰介,清水創太,赤倉貴子
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 117(469) Pages: 239-242

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Examination of Sub-stroke and Face Authentication for e-Testing2017

    • Author(s)
      Taisuke Kawamata, Takako Akakura
    • Journal Title

      Proceedings of the 2017 IEEE Region 10 Conference (TENCON)

      Volume: 1 Pages: 123-126

    • DOI

      10.1109/tencon.2017.8227848

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] e-Testingにおける受験者識別のための円弧パターンを用いた字画分割法2017

    • Author(s)
      川又泰介,石井隆稔,赤倉貴子
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 117(65) Pages: 47-50

    • Related Report
      2017 Annual Research Report
  • [Journal Article] e-Testing受験者の正面画像を用いた試験中の入れ替わり検知2017

    • Author(s)
      川又泰介,赤倉貴子
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 117(296) Pages: 5-8

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Student Authentication Method by Update of Face Information in e-Learning System2016

    • Author(s)
      Taisuke Kawamata, Susumu Fujimori, Takako Akakura
    • Journal Title

      Proceedings of the 5th International Congress on Engineering and Information

      Volume: - Pages: 242-242

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Student Authentication Method by Sequential Update of Face Information Registered in e-Learning System2016

    • Author(s)
      Taisuke Kawamata, Susumu Fujimori, Takako Akakura
    • Journal Title

      Human Interface and the Management of Information: Information and Knowledge in Context

      Volume: LNCS9735 Pages: 138-145

    • DOI

      10.1007/978-3-319-40397-7_14

    • ISBN
      9783319403960, 9783319403977
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Student Authentication by Updated Facial Information with Weighting Coefficient in e-Learning2016

    • Author(s)
      Taisuke Kawamata, Takatoshi Ishii, Susumu Fujimori, Takako Akakura
    • Journal Title

      Proceedings of the 2016 IEEE Region 10 Conference

      Volume: - Pages: 551-555

    • DOI

      10.1109/tencon.2016.7848061

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Face Authentication for e-Learning Using Time Series Information2016

    • Author(s)
      Taisuke Kawamata, Takatoshi Ishii, Takako Akakura
    • Journal Title

      Proceedings of 2016 IEEE International Conference on Teaching, Assessment, and Learning for Engineering

      Volume: - Pages: 116-121

    • DOI

      10.1109/tale.2016.7851780

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] eラーニング/eテスティングにおける顔画像を利用した個人認証2016

    • Author(s)
      赤倉貴子,川又泰介
    • Journal Title

      画像ラボ

      Volume: 27(10) Pages: 7-14

    • Related Report
      2016 Research-status Report
  • [Journal Article] e-Learningにおける登録顔情報の重み付き更新による受講者認証2016

    • Author(s)
      川又泰介、藤森進、赤倉貴子
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 115(492) Pages: 137-142

    • Related Report
      2015 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] e-Learning受講者の登録顔情報の逐次更新によるリアルタイム顔認証2015

    • Author(s)
      川又泰介、藤森進、赤倉貴子
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 115(223) Pages: 33-37

    • Related Report
      2015 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] e-Learning受講者の登録顔情報による認証のための各種逐次更新法の検討2015

    • Author(s)
      川又泰介、藤森進、赤倉貴子
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 115(319) Pages: 35-40

    • Related Report
      2015 Research-status Report
    • Acknowledgement Compliant
  • [Presentation] e-Testingにおける受講時の顔画像群を用いた受験者認証2018

    • Author(s)
      川又泰介,赤倉貴子
    • Organizer
      2018年電子情報通信学会総合大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] e-TestingにおけるタブレットPCとオンライン筆記情報を用いた筆記認証法の提案2018

    • Author(s)
      林大介,赤倉貴子
    • Organizer
      2018年電子情報通信学会学生ポスターセッション
    • Related Report
      2017 Annual Research Report
  • [Presentation] e-Testingにおける受験者の姿勢変動に頑健な顔認証法の検討2017

    • Author(s)
      川又泰介,石井隆稔,赤倉貴子
    • Organizer
      2017年電子情報通信学会総合大会学生ポスターセッション
    • Place of Presentation
      名城大学天白キャンパス
    • Year and Date
      2017-03-12
    • Related Report
      2016 Research-status Report
  • [Presentation] e-Testingにおける不正防止のための顔認証と筆記認証の精度分析2017

    • Author(s)
      川又泰介,石井隆稔,赤倉貴子
    • Organizer
      第16回情報科学技術フォーラム
    • Related Report
      2017 Annual Research Report
  • [Presentation] e-Testingにおける筆記情報と顔の正面画像との関連性の分析2017

    • Author(s)
      川又泰介,赤倉貴子
    • Organizer
      日本教育工学会第33回全国大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Examination of Sub-stroke and Face Authentication for e-Testing2017

    • Author(s)
      Taisuke Kawamata, Takako Akakura
    • Organizer
      2017 IEEE Region 10 Conference (TENCON)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Face Authentication for e-Learning Using Time Series Information2016

    • Author(s)
      Taisuke Kawamata, Takatoshi Ishii, Takako Akakura
    • Organizer
      2016 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE)
    • Place of Presentation
      Bangkok, Thailand
    • Year and Date
      2016-12-07
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Student Authentication by Updated Facial Information with Weighting Coefficient in e-Learning2016

    • Author(s)
      Taisuke Kawamata, Takatoshi Ishii, Susumu Fujimori, Takako Akakura
    • Organizer
      2016 IEEE Region 10 Conference (TENCON)
    • Place of Presentation
      Marina Bay Sands, Singapore
    • Year and Date
      2016-11-22
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] e-Learningにおける顔類似度の時系列情報から確率的に本人判定を行う認証法2016

    • Author(s)
      川又泰介,石井隆稔,赤倉貴子
    • Organizer
      日本教育工学会第32回全国大会
    • Place of Presentation
      大阪大学豊中キャンパス
    • Year and Date
      2016-09-19
    • Related Report
      2016 Research-status Report
  • [Presentation] e-Learningにおける時系列顔類似度の最大値を用いた個人認証2016

    • Author(s)
      川又泰介,石井隆稔,赤倉貴子
    • Organizer
      FIT2016 第15回情報科学技術フォーラム
    • Place of Presentation
      富山大学五福キャンパス
    • Year and Date
      2016-09-09
    • Related Report
      2016 Research-status Report
  • [Presentation] Student Authentication Method by Sequential Update of Face Information Registered in e-Learning System2016

    • Author(s)
      Taisuke Kawamata, Susumu Fujimori, Takako Akakura
    • Organizer
      18th International Conference, HCI International 2016
    • Place of Presentation
      Toronto, Cnanada
    • Year and Date
      2016-07-17
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Student Authentication Method by Update of Face Information in e-Learning System2016

    • Author(s)
      Taisuke Kawamata, Susumu Fujimori, Takako Akakura
    • Organizer
      5th International Congress on Engineering and Information
    • Place of Presentation
      Osaka, Japan
    • Year and Date
      2016-05-11
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] e-Learningにおける教授行動が顔認証に及ぼす影響2016

    • Author(s)
      川又泰介、藤森進、赤倉貴子
    • Organizer
      電子情報通信学会2016年総合大会
    • Place of Presentation
      九州大学
    • Year and Date
      2016-03-15
    • Related Report
      2015 Research-status Report
  • [Presentation] e-Learning受講者の登録顔情報の逐次更新によるリアルタイム顔認証2015

    • Author(s)
      川又泰介、藤森進、赤倉貴子
    • Organizer
      日本教育工学会第31回全国大会
    • Place of Presentation
      電気通信大学
    • Year and Date
      2015-09-21
    • Related Report
      2015 Research-status Report
  • [Book] eラーニング/eテスティング2016

    • Author(s)
      赤倉貴子、柏原昭博
    • Total Pages
      205
    • Publisher
      ミネルヴァ書房
    • Related Report
      2016 Research-status Report

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

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