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J-GLOBAL ID:201801008464126545   Update date: Jul. 17, 2024

Akita Tokihiko

アキタ トキヒコ | Akita Tokihiko
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Affiliation and department:
Other affiliations (1):
  • 名古屋大学  非常勤講師
Research field  (2): Mechanics and mechatronics ,  Robotics and intelligent systems
Research keywords  (5): Autonomous driving, Driver assistance ,  System control ,  Artificial Intelligence ,  Image recognition ,  Environment understanding
Research theme for competitive and other funds  (3):
  • 2021 - 2024 New Approach to Deep Learning by Introducing Language Model for Drastic Improvement of Automated Driving Reliability
  • 2021 - 2023 Phase 2 / Automated Driving (Extension of Systems and Services) / Development of a method to improve the environment for evaluating automated driving in a virtual space
  • 2018 - 2020 全天候型自動運転のためのミリ波レーダを用いた高精度な環境理解手法の研究
Papers (18):
  • Tokihiko Akita, Haruya Kyutoku, Yusuke Akamine. Error Correction Method for Untrained Data to Estimate Accurate Parking Vehicle Shape by Millimeter-Wave Radar with Deep Learning. International Journal of Automotive Engineering. 2022. 13. 2. 97-102
  • Tokihiko Akita, Haruya Kyutoku, Ukyo Tanikawa, Yusuke Akamine. Error mitigation for untrained data utilizing generative model in vehicle shape estimation with millimeter-wave radar by deep neural network. IEEE Intelligent Vehicles Symposium, Proceedings. 2021. 2021-. 791-796
  • Haruya Kyutoku, Tokihiko Akita, Seiichi Mita. Automatic Data Collection using In-vehicle Camera Images for Training Machine Learning-based Local Image Feature Matchers. IEEE Intelligent Vehicles Symposium(IV). 2021. 1366-1371
  • Tokihiko Akita, Seiichi Mita. Reconstruction of parking scene using deep neural network with millimeter-wave radar. 自動車技術会大会学術講演会講演予稿集(Web). 2021. 52. 1. 113-118
  • Tokihiko Akita, Yuji Yamauchi, Hironobu Fujiyoshi. Stereo Vision by Combination of Machine Learning Techniques for Pedestrian Detection at Intersection Utilizing Surround View Cameras. Journal of Robotics and Mechatronics. 2020. 32. 3
more...
MISC (11):
  • 秋田時彦, 久徳遙矢, 赤峰悠介. Stochastic Reliability Estimation of Deep Learning for Parking Vehicle Shape Estimation Using Millimeter Wave Radar. 自動車技術会大会学術講演会講演予稿集(Web). 2022. 2022
  • 秋田時彦, 久徳遙矢, 谷川右京, 赤峰悠介. Stabilizing estimation of parking car shape with millimeter-wave radar using deep learning-Suppression of estimation error for untrained data-. 自動車技術会大会学術講演会講演予稿集(Web). 2021. 2021
  • 久徳遙矢, 秋田時彦, 三田誠一. A Basic Study on Automated Data Labeling for Machine Learning-based Local Image Features Matcher. 電子情報通信学会技術研究報告(Web). 2021. 120. 409(PRMU2020 69-101)
  • 久徳遙矢, 秋田時彦, 三田誠一. Environment suitable camera selector for vehicle localization based on database matching. 電子情報通信学会技術研究報告(Web). 2021. 121. 155(PRMU2021 7-15)
  • 安藤璃功, 久徳遙矢, 道満恵介, 目加田慶人, 秋田時彦. A Preliminary Study on Vehicle Ego-Localization using a Millimeter-Wave Radar. 電子情報通信学会大会講演論文集(CD-ROM). 2020. 2020
more...
Patents (51):
  • Automobile speed control system
  • Control device for vehicle speed
  • Constant speed running apparatus
  • Output condition monitor apparatus for a velocity sustaining device
  • Throttle control apparatus
more...
Books (24):
  • Monthly Automotive Technology 2022/11
    2022
  • Challenges and Countermeasures in Deep Learning Application to Recognition of Driving Environment by Camera and Millimeter Wave Radar
    2022 ISBN:9784861048845
  • 自動車の画像認識技術 : 車載カメラからパターン認識まで
    科学情報出版 2022 ISBN:9784910558134
  • Japanese Journal of Optics Vol.51, No.3
    The Optical Society of Japan 2022
  • 月刊 車載テクノロジー2021年1月号
    技術情報協会 2021
more...
Lectures and oral presentations  (117):
  • Application of the Driving Intelligence Validation Platform (DIVP) to millimeter-wave radar recognition logic research and development
    (2023)
  • Reconstruction of parking scene using high-resolution millimeter-wave radar
    (The 20th ITS Symposium 2022)
  • IEEE IV2022,IEEE ITSC2022調査報告
    (IEEE ITSS名古屋チャプタ2022年度第3回講演会 2022)
  • Development of Detection Techniques for Millimeter-Wave Radar Using DIVP Simulator
    (2022)
  • Latest Trends in the World of Imaging Radar
    (2022)
more...
Education (2):
  • 2008 - 2010 Kagawa University he Graduate School of Engineering, Doctorial program Intelligent Mechanical System Engineering
  • 1978 - 1982 Okayama University Department of Technology Department of Electronic Engineering
Professional career (1):
  • 博士(工学) (香川大学)
Work history (5):
  • 2018/04 - 現在 Toyota Technological Institute Research Center for Smart Vehicles Project Research Fellow
  • 2016/04 - 現在 Nagoya University Part time lecturer
  • 1982/04 - 2018/03 AISIN SEIKI Co., Ltd. Electronics advanced development department Senior Expert Engineer
  • 2017/04 - 2017/09 Mie University Part time lecturer
  • 1992/05 - 1996/04 IMRA America Inc. Davis Office Researcher, Office manager
Committee career (34):
  • 2022/12 - 現在 自動車技術会 第73回学術賞選考委員会 委員
  • 2022/04 - 現在 FAST-zero'23実行委員会 委員
  • 2022/04 - 現在 自動車・モビリティフォトニクス研究会 幹事
  • 2022/02 - 現在 自動車技術会 英文ジャーナル編集委員会 委員
  • 2021/01 - 現在 IEEE / ITS Section / Nagoya Chapter / Technical Committee Chair
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Awards (10):
  • 2022/12 - ITS Japan The 20th ITS Symposium Best Poster Award
  • 2020/04 - Society of Automotive Engineers of Japan 2019FY Certificate of Appreciation for Publication Achievement
  • 2019/09 - Society of Automotive Engineer JSAE Fellow Engineer
  • 2018/09 - Society of Automotive Engineer JSAE Professional Engineer
  • 2018/04 - Soceity of Automotive Engineer Fellow
Show all
Association Membership(s) (7):
システム制御情報学会 ,  Society of Automotive Engineers ,  画像センシング技術研究会 ,  The Institute of Electrical and Electronics Engineers, Inc. ,  THE JAPAN SOCIETY OF MECHANICAL ENGINEERS ,  SOCIETY OF AUTOMOTIVE ENGINEERS OF JAPAN ,  THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS
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