Okafuji Yuki 岡藤勇希

Researcher Number	50843950
Other IDs
Affiliation (Current)	2026: 株式会社サイバーエージェント(AI事業本部 AI Lab), AItech Studio AI Lab, リサーチサイエンティスト
Affiliation (based on the past Project Information) *help	2022: 立命館大学, 総合科学技術研究機構, 准教授 2020 – 2021: 立命館大学, 情報理工学部, 助教
Review Section/Research Field	Principal Investigator Basic Section 25020:Safety engineering-related
Keywords	Principal Investigator 操舵/加減速行動 / 操舵行動 / 運転支援 / 個人特性 / 視覚認知情報 / 運転行動 / 知覚認知特性

Elucidation of driver's visual perception characteristics for autonomous driving optimized for individualsPrincipal Investigator
- Principal Investigator
  
  Okafuji Yuki
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 25020:Safety engineering-related
- Research Institution
  Ritsumeikan University

All 2023 2022 2021 2020

All Journal Article Presentation

[Journal Article] More Persuasive Explanation Method for End-to-End Driving Models2023
- Author(s)
  Zhang Chenkai、Deguchi Daisuke、Okafuji Yuki、Murase Hiroshi
- Journal Title
  
  IEEE Access
  
  Volume: 11 Pages: 4270-4282
- DOI
  10.1109/access.2023.3235739
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K14996
[Journal Article] Estimation of Drivers' Gaze Behavior by Potential Attention when using Human-Machine Interface2022
- Author(s)
  Yu Yamaguchi, Yuki Okafuji, Takahiro Wada, Kazuomi Murakami, Hiroyuki Ishida
- Journal Title
  
  IEEE Access
  
  Volume: vol.11 Pages: 16723-16734
- DOI
  10.1109/access.2022.3192859
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21H01296, KAKENHI-PROJECT-20K14996
[Journal Article] Reliability Evaluation of Visualization Performance of Convolutional Neural Network Models for Automated Driving2021
- Author(s)
  Zhang Chenkai、Okafuji Yuki、Wada Takahiro
- Journal Title
  
  International Journal of Automotive Engineering
  
  Volume: 12 Issue: 2 Pages: 41-47
- DOI
  10.20485/jsaeijae.12.2_41
- NAID
  130008024251
- ISSN
  2185-0984, 2185-0992
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K14996, KAKENHI-PROJECT-21H01296
[Journal Article] Theoretical interpretation of drivers’ gaze strategy influenced by optical flow2021
- Author(s)
  Okafuji Yuki、Fukao Takanori
- Journal Title
  
  Scientific Reports
  
  Volume: 11 Issue: 1 Pages: 1-14
- DOI
  10.1038/s41598-021-82062-1
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K14996
[Journal Article] Analyzing Driver’s Gaze Behavior Influenced by Road Projection Lamp2021
- Author(s)
  山口遊、岡藤勇希、和田隆広、村上一臣、石田裕之
- Journal Title
  
  Transactions of Society of Automotive Engineers of Japan
  
  Volume: 52 Issue: 5 Pages: 1137-1142
- DOI
  10.11351/jsaeronbun.52.1137
- NAID
  130008101905
- ISSN
  0287-8321, 1883-0811
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K14996, KAKENHI-PROJECT-21H01296
[Journal Article] A Machine Learning-Based Approach to Analyze Information Used for Steering Control2021
- Author(s)
  Okafuji Yuki、Sugiura Toshihito、Osugi Ryusei、Zhang Chenkai、Wada Takahiro
- Journal Title
  
  IEEE Access
  
  Volume: 9 Pages: 94239-94250
- DOI
  10.1109/access.2021.3093337
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K14996, KAKENHI-PROJECT-21H04594, KAKENHI-PROJECT-21H01296
[Journal Article] Analysis of Driver's Cognitive Characteristics for Speed Control Using Deep Learning2021
- Author(s)
  尾杉竜正、岡藤勇希、和田隆広
- Journal Title
  
  Transactions of Society of Automotive Engineers of Japan
  
  Volume: 52 Issue: 2 Pages: 355-362
- DOI
  10.11351/jsaeronbun.52.355
- NAID
  130007988152
- ISSN
  0287-8321, 1883-0811
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K14996
[Presentation] 指導する情報量が初心者のスポーツ走行学習に与える影響の評価2022
- Author(s)
  福西誠樹, 岡藤勇希, 松村耕平
- Organizer
  自動車技術会秋季大会学生ポスターセッション
- Data Source
  KAKENHI-PROJECT-20K14996
[Presentation] インタラクションゲームを用いた自動運転中におけるドライバの周辺環境の注意力の向上2022
- Author(s)
  藤本遼太，岡藤勇希，松村耕平
- Organizer
  第196回ヒューマンコンピュータインタラクション研究会
- Data Source
  KAKENHI-PROJECT-20K14996
[Presentation] Potential Attentionを用いたHMI使用時のドライバの注視推定2021
- Author(s)
  岡藤勇希，山口遊，和田隆広，村上一臣，石田裕之
- Organizer
  自動車技術会秋季大会学術講演会
- Data Source
  KAKENHI-PROJECT-20K14996
[Presentation] 主成分分析を用いたドライバの注視位置推定2021
- Author(s)
  伊藤智樹，岡藤勇希，和田隆広
- Organizer
  自動車技術会秋季大会学術講演会
- Data Source
  KAKENHI-PROJECT-20K14996
[Presentation] 路面描画に影響されるドライバの注視特性の検証2021
- Author(s)
  山口遊，岡藤勇希，和田隆広，村上一臣，石田裕之
- Organizer
  自動車技術会春季大会学術講演会
- Data Source
  KAKENHI-PROJECT-20K14996
[Presentation] Evaluation of Visualization Performance of CNN Models using Driver Model2021
- Author(s)
  C. Zhang, Y. Okafuji, T. Wada
- Organizer
  IEEE/SICE International Symposium on System Integration
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K14996
[Presentation] 深層学習を用いた車両の速度制御に関するドライバの認知特性の解析2020
- Author(s)
  尾杉竜正，岡藤勇希，和田隆広
- Organizer
  自動車技術会秋季大会学術講演会
- Data Source
  KAKENHI-PROJECT-20K14996
[Presentation] Convolutional Neural Networkを用いたドライバ操舵に影響する視覚情報の理解2020
- Author(s)
  杉浦敏仁，岡藤勇希，和田隆広
- Organizer
  自動車技術会春季大会学術講演会
- Data Source
  KAKENHI-PROJECT-20K14996
[Presentation] Preliminary Investigation of Visual Information Influencing Driver’s Steering Control based on CNN2020
- Author(s)
  Y. Okafuji, T. Sugiura, T. Wada
- Organizer
  IEEE International Conference on Systems, Man, and Cybernetics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K14996
[Presentation] Drivers' Gaze Behaviors are Influenced by Vehicle Position2020
- Author(s)
  Y. Okafuji, T. Wada, T. Sugiura, K. Murakami, H. Ishida
- Organizer
  64th Annual Meeting of Human Factors and Ergonomics Society, Virtual Conference
- Data Source
  KAKENHI-PROJECT-20K14996
[Presentation] 予測-車線維持を考慮したポテンシャルによるドライバの注視行動の理解2020
- Author(s)
  岡藤勇希，和田隆広，村上一臣
- Organizer
  自動車技術会秋季大会学術講演会
- Data Source
  KAKENHI-PROJECT-20K14996

1. 和田隆広

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Okafuji Yuki 岡藤 勇希

Research Projects

Research Products

Co-Researchers

Elucidation of driver's visual perception characteristics for autonomous driving optimized for individualsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] More Persuasive Explanation Method for End-to-End Driving Models2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Estimation of Drivers' Gaze Behavior by Potential Attention when using Human-Machine Interface2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Reliability Evaluation of Visualization Performance of Convolutional Neural Network Models for Automated Driving2021

Author(s)

Journal Title

DOI

NAID

ISSN

Language

Data Source

[Journal Article] Theoretical interpretation of drivers’ gaze strategy influenced by optical flow2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Analyzing Driver’s Gaze Behavior Influenced by Road Projection Lamp2021

Author(s)

Journal Title

DOI

NAID

ISSN

Language

Data Source

[Journal Article] A Machine Learning-Based Approach to Analyze Information Used for Steering Control2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Analysis of Driver's Cognitive Characteristics for Speed Control Using Deep Learning2021

Author(s)

Journal Title

DOI

NAID

ISSN

Language

Data Source

[Presentation] 指導する情報量が初心者のスポーツ走行学習に与える影響の評価2022

Author(s)

Organizer

Data Source

[Presentation] インタラクションゲームを用いた自動運転中におけるドライバの周辺環境の注意力の向上2022

Author(s)

Organizer

Data Source

[Presentation] Potential Attentionを用いたHMI使用時のドライバの注視推定2021

Author(s)

Organizer

Data Source

[Presentation] 主成分分析を用いたドライバの注視位置推定2021

Author(s)

Organizer

Data Source

[Presentation] 路面描画に影響されるドライバの注視特性の検証2021

Author(s)

Organizer

Data Source

[Presentation] Evaluation of Visualization Performance of CNN Models using Driver Model2021

Author(s)

Organizer

Data Source

[Presentation] 深層学習を用いた車両の速度制御に関するドライバの認知特性の解析2020

Author(s)

Okafuji Yuki 岡藤勇希