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Development of Searching Survivors in Disaster Affected Areas Using UAV and Image Analysis

Research Project

Project/Area Number 24651195
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Natural disaster science
Research InstitutionTohoku University

Principal Investigator

KOSHIMURA Shunichi  東北大学, 災害科学国際研究所, 教授 (50360847)

Research Collaborator SATO Ryoji  
FUKUOKA Takumi  
HAYASHI Satomi  
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2014: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2013: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2012: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
KeywordsUAV / リモートセンシング / 地理情報システム / 減災 / 自然災害 / 津波災害 / 画像解析 / UAV / 津波 / 防災
Outline of Final Research Achievements

When natural disasters strike, such as tsunamis and floods, people are sometimes left and they are isolated in disaster-affected areas. For searching those people more quickly, UAV (Unmanned Aerial Vehicle), which can be easily operated by remote control, is believed to have the capability. In order to make the search activity using UAV more reliable and efficient, methods for detecting survivors automatically are necessary. In this study, by applying several image analysis methods to the images taken with UAV, we tried detecting humans from those images with high accuracy. As a result, we succeeded to detect them with zero to eight misdetections and little nondetections by utilizing their whole bodies, upper bodies, shadows, and line segments in the images.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (12 results)

All 2015 2014 2013 2012 Other

All Journal Article (6 results) (of which Peer Reviewed: 6 results,  Open Access: 1 results,  Acknowledgement Compliant: 1 results) Presentation (6 results) (of which Invited: 3 results)

  • [Journal Article] The impact of the 2011 Tohoku earthquake tsunami disaster and implications to the reconstruction2014

    • Author(s)
      Shunichi Koshimura, Satomi Hayashi, Hideomi Gokon
    • Journal Title

      Soils and Foundations

      Volume: 54 Issue: 4 Pages: 560-572

    • DOI

      10.1016/j.sandf.2014.06.002

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Extraction of Damaged Areas Due to the 2013 Haiyan Typhoon Using Aster Data2014

    • Author(s)
      Adriano B., H. Gokon, E. Mas, S. Koshimura
    • Journal Title

      Proceedings of International Geoscience and Remote Sensing Symposium

      Volume: - Pages: 2154-2157

    • DOI

      10.1109/igarss.2014.6946893

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Development of a Method for Searching Survivors in Disaster-affected Areas with UAV and Image Analysis2013

    • Author(s)
      佐藤 遼次, 越村 俊一
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. B2 (Coastal Engineering)

      Volume: 69 Issue: 2 Pages: I_1461-I_1465

    • DOI

      10.2208/kaigan.69.I_1461

    • NAID

      130004551046

    • ISSN
      1883-8944, 1884-2399
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Three Dimensional Mapping of Tsunami Debris with Aerial Photos and LiDAR Data2013

    • Author(s)
      福岡 巧巳, 越村 俊一
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. B2 (Coastal Engineering)

      Volume: 69 Issue: 2 Pages: I_1436-I_1440

    • DOI

      10.2208/kaigan.69.I_1436

    • NAID

      130004551040

    • ISSN
      1883-8944, 1884-2399
    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 映像解析による2011年東北地方太平洋沖地震津波の流速測定2012

    • Author(s)
      林 里美,越村俊一
    • Journal Title

      土木学会論文集B2

      Volume: 68

    • NAID

      130004550798

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] オブジェクトベース画像解析による津波被災地の瓦礫量の把握2012

    • Author(s)
      福岡巧巳, 越村俊一
    • Journal Title

      土木学会論文集B2

      Volume: 68

    • NAID

      130004550799

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] UAVによる空撮と画像解析を用いた被災者捜索手法の構築2015

    • Author(s)
      佐藤遼次, 越村俊一
    • Organizer
      土木学会東北支部技術研究発表会
    • Place of Presentation
      仙台市
    • Year and Date
      2015-03-15
    • Related Report
      2014 Annual Research Report
  • [Presentation] Lessons learned from the Great East Japan Tsunami2014

    • Author(s)
      Shunichi Koshimura
    • Organizer
      6th Asian Ministerial Conference on Disaster Risk Reduction
    • Place of Presentation
      バンコク,タイ国
    • Year and Date
      2014-06-22
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] シミュレーション・リモートセンシング・ソーシャルセンシングの融合による津波被災地の広域被害把握2014

    • Author(s)
      越村俊一
    • Organizer
      安全・安心な生活のための情報通信システム研究会
    • Place of Presentation
      仙台市
    • Year and Date
      2014-06-12
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Searching survivors in disaster-affected areas with combined use of UAV and image analysis2013

    • Author(s)
      Ryoji Sato, Shunichi Koshimura
    • Organizer
      The 9th APRU Research Symposium on Multi-Hazards around the Pacific Rim
    • Place of Presentation
      Taipei, Taiwan
    • Related Report
      2013 Research-status Report
  • [Presentation] UAVによる空撮と画像解析を用いた被災者捜索の有効性に関する検討

    • Author(s)
      佐藤 遼次, 越村 俊一
    • Organizer
      土木学会東北支部技術研究発表会
    • Place of Presentation
      八戸市
    • Related Report
      2013 Research-status Report
  • [Presentation] Lessons from the 2011 Great East Japan Earthquake and Tsunami -Remote Sensing and Other Techniques to Identify and Detect Disasters

    • Author(s)
      Shunichi Koshimura
    • Organizer
      Science and Technology in Society Forum
    • Place of Presentation
      京都市
    • Related Report
      2012 Research-status Report
    • Invited

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Published: 2013-05-31   Modified: 2019-07-29  

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