Rchr
J-GLOBAL ID：201801016380412715   Update date: May. 29, 2024

Naito Shohei

ナイトウ ショウヘイ | Naito Shohei
Affiliation and department：
National Research Institute for Earth Science and Disaster Resilience Multi-hazard Risk assessment Research Division

About National Research Institute for Earth Science and Disaster Resilience Multi-hazard Risk assessment Research Division


Job title： Chief Expert Researcher
Research field  (2)： Disaster prevention engineering ,  Structural and seismic engineering
Research keywords  (6)： Image analysis ,  GIS ,  earthquake engineering ,  machine learning ,  remote sensing ,  damage estimation
Research theme for competitive and other funds  (1)：
  • 2020 - 2024 Building damage detection method using a deep-learning based on the 3 dimensional modeling of oblique aerial photographs
Papers (27)：
  • Shohei Naito, Misato Tsuchiya, Hiromitsu Tomozawa, Hitoshi Taguchi. Automatic Building Detection and Damage Classification Model Using Mask R-CNN with Multiple Types of High-resolution Satellite Images. Intelligence, Informatics and Infrastructure. 2023. 4. 3. 189-204
  • Hiroyuki FUJIWARA, Hiromitsu NAKAMURA, Shinichi KAWAI, Nobuyuki MORIKAWA, Shohei NAITO, Yuji DOHI, Takahiro MAEDA, Asako IWAKI, Masato SATO, Shinichi AKIYAMA, et al. A Study on Evaluation Method of Seismic Risk of Japan (Part 2). 2023. 488. 488. 1-390
  • Hiroki Azuma, Shohei Naito, Yoichi Tanaka, Toshiki Nakai, Minoru Yoshida, Hiromitsu Nakamura, Hiroyuki Fujiwara. Development and Demonstration Experiment of the Sensor Cloud System for Monitoring Earthquake Motion. Technical Note of the National Research Institute for Earth Science and Disaster Resilience. 2023. 486. 1-84
  • Shohei Naito, Ikuo Takahashi, Hiromitsu Nakamura, Shigeki Senna, Hiroyuki Fujiwara, Yoshinori Iwanami, Masaki Akatsuka, Kaori Kamatsuki. Development of Functional Enhancements and a Utilization of the Real-Time Damage Estimation System (J-RISQ) - Effort toward the multi-hazard risk assessment -. Technical Note of the National Research Institute for Earth Science and Disaster Resilience. 2023. 485. 1-88
  • Shohei NAITO, Misato TSUCHIYA, Hiromitsu TOMOZAWA, Hitoshi TAGUCHI, FUJIWARA Hiroyuki. DEVELOPMENT OF AUTOMATIC DAMAGE DETECTION METHOD BY U-NET USING WORLDVIEW-3 IMAGES OF THE KUMAMOTE EARTHQUAKE. Intelligence, Informatics and Infrastructure. 2022. 3. J2. 255-267
ｍore...
MISC (65)：
  • 内藤昌平. リアルタイム被害推定システムの液状化/地すべり推定機能開発と実用化. REICニュース. 2023. 28
  • 内藤昌平. 航空写真とAIを用いた 建物被害の自動抽出. 防災科研ニュース. 2022. 218. 12-13
  • automatic damage detection of buildings using diagonal aerial photographs. Public buildings. 2022. 64. 222. 36-39
  • 橋冨彰吾, 千葉啓広, 清水智, 内藤昌平, 高橋郁夫, 中村洋光, 藤原広行, 西川智. Survey on the possibility of utilizing Real-Time Earthquake Damage Estimation Information that Contributes to Damage Mitigation of Small and Medium Enterprises. 地域安全学会梗概集(CD-ROM). 2022. 50
  • 内藤昌平. Development of damage detection model by deep learning using oblique aerial photographs. 日本建築学会大会学術講演梗概集・建築デザイン発表梗概集(CD-ROM). 2021. 2021
ｍore...
Patents (1)：
Lectures and oral presentations  (114)：
  • Features of nonlinear site responses at strong-motion sites during the 2024 Noto Peninsula Earthquake
    (Japan Geoscience Union Meeting 2024)
  • Building Damage Survey Around Strong-Motion Observation Points in the 2024 Noto Peninsula Earthquake and Prototype Development of Damage Database
    (Japan Geoscience Union Meeting 2024)
  • Development of a Ground Monitoring Method Using Optical Fiber DAS and Microtremor Survey (No.2)
    (Japan Geoscience Union Meeting 2024)
  • Test Observation and Analysis of Traffic Moving Objects and Traffic Anomalies on National Route Using Optical Fiber DAS
    (Japan Geoscience Union Meeting 2024)
  • Development of a Machine Learning Model for Immediate Extraction of Building Damage Caused by Natural Disasters Using Remote Sensing Images
    (AGU Fall Meeting 2023)
ｍore...
Works (3)：
  • 深層学習を用いた被害状況の早期把握
    内藤昌平 2020 - 現在
  • 衛星画像の活用により早期に被害を把握する
    2024 -
  • 空から早く被害をとらえる~AIを用いた被害状況早期把握技術の開発~
    内藤昌平 2023 -
Education (2)：
  • 2017 - 2019 University of Tsukuba Department of Engineering Mechanics and Energy Degree Programs in Systems and Energy Engineering
  • 1999 - 2001 Ibaraki University Graduate School of Science and Engineering
Professional career (2)：
  • Doctor of Engineering (Graduate school of systems and information engineering, Tsukuba Univercity)
  • Master of Science (Graduate school of Science and Engineering, Ibaraki University)
Work history (5)：
  • 2024/04 - 現在 National Research Institute for Earth Science and Disaster Prevention
  • 2020/05 - 2024/03 National Research Institute for Earth Science and Disaster Resilience Multi-hazard Risk Assessment Research Devision Research Fellow
  • 2015/04 - 2020/04 National Research Institute for Earth Science and Disaster Resilience Multi-hazard Risk Assessment Research Division Technical staff
  • 2014/04 - 2015/03 National Research Institute for Earth Science and Disaster Resilience Department of Integrated Research on Disaster Prevention Researcher
  • 2009/06 - 2013/03 National Research Institute for Earth Science and Disaster Resilience Department of Integrated Research on Disaster Prevention Technical staff
Awards (2)：
  • 2024/04 - 国立研究開発法人防災科学技術研究所 理事長表彰(業績表彰) マルチセンシングデータに基づくリアルタイム被害状況把握システムの研究開発
  • 2023/12 - Intelligence, Informatics and Infrastructure Award for Outstanding Potential Paper
Association Membership(s) (5)：
JAPAN GEOSCIENCE UNION ,  THE SEISMOLOGICAL SOCIETY OF JAPAN ,  JAPAN ASSOCIATION FOR EARTHQUAKE ENGINEERING ,  JAPAN SOCIETY OF CIVIL ENGINEERS ,  ARCHITECTURAL INSTITUTE OF JAPAN
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