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Novel extensions of river flow measurements with images captured from a multi-copter using intelligent image analysis methods

Research Project

Project/Area Number 15K06234
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Hydraulic engineering
Research InstitutionKobe University

Principal Investigator

Ichiro FUJITA  神戸大学, 工学研究科, 教授 (10127392)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2017: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2016: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2015: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords洪水流観測 / 粒度分布計測 / 知的画像処理 / STIV / STVV / マルチコプター / ドローン / 河川流計測 / PIV / 知的画像解析 / 河川植生 / 湾曲部流れ
Outline of Final Research Achievements

We developed a sophisticated software that enables us to use information taken from a multicopter. In sediment environment survey, topographical change of a bar at a bend of the Ibo River between 2013 and 2015 was investigated using aerial photographs. In addition, spatial change of the particle size distribution at the bar was obtained successfully by image processing technique. Regarding the flow condition of the river surface flow, we developed an image stabilization program utilizing the latest algorithm for feature point detection, and showed that flow velocity distribution and flow rate can be estimated with sufficient accuracy by applying STIV. We also developed STVV that is an extension of STIV, which enables us to measure surface velocity distribution of a river reach of about 900m by simply taking aerial movies. Thus, we succeeded in developing a new technology for field measurements of a river.

Report

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

    (16 results)

All 2018 2017 2016 2015

All Journal Article (9 results) (of which Peer Reviewed: 6 results,  Open Access: 8 results) Presentation (6 results) (of which Int'l Joint Research: 2 results) Book (1 results)

  • [Journal Article] UAV空撮動画にSTVVを適用した広域河川流況解析2018

    • Author(s)
      辻 一成・谷 昂二郎・藤田 一郎・能登谷 祐一
    • Journal Title

      土木学会論文集B1(水工学)

      Volume: Vol. 74, No. 4

    • NAID

      130007628277

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 河川表面流画像計測STIVにおける新手法とSTI画質評価法の開発2017

    • Author(s)
      能登谷祐一・藤田一郎・建口沙彩
    • Journal Title

      土木学会論文集B1(水工学)

      Volume: Vol. 73, No. 4

    • NAID

      130006406182

    • Related Report
      2017 Annual Research Report 2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] 三次元検査空間を用いた河川表面流ベクトルの計測手法STVVの開発2017

    • Author(s)
      能登谷祐一・藤田一郎・建口沙彩
    • Journal Title

      土木学会論文集B1(水工学)

      Volume: Vol. 73, No. 4

    • NAID

      130006406181

    • Related Report
      2017 Annual Research Report 2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Discharge Measurements of Snowmelt Flood by Space-Time Image Velocimetry during the Night Using Far-Infrared Camera2017

    • Author(s)
      Fujita Ichiro
    • Journal Title

      Water 2017

      Volume: 9 Issue: 4 Pages: 269-269

    • DOI

      10.3390/w9040269

    • NAID

      120006348178

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] SPATIAL MEASUREMENTS OF SNOWMELT FLOOD BY IMAGE ANALYSIS WITH MULTIPLE-ANGLE IMAGES AND RADIO-CONTROLLED ADCP2017

    • Author(s)
      Fujita, I., Kitada, M., Shimono, M., Kitsuda, T., Yorozuya, A., & Motonaga
    • Journal Title

      Journal of JSCE

      Volume: 5(1), Pages: 305-312

    • NAID

      130005988521

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] ナビゲーションモードに対応した空中撮影動画のブレ補正と洪水流計測への適用2016

    • Author(s)
      能登谷祐一・藤田一郎・建口沙彩
    • Journal Title

      土木学会論文集B1(水工学)

      Volume: Vol.72, No.4

    • NAID

      130005312100

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] マルチコプター撮影動画の効率的なブレ補正に基づく河川表面流速の画像解析2015

    • Author(s)
      能登谷祐一・藤田 一郎
    • Journal Title

      可視化情報

      Volume: Vol.35, Suppl.No.1 Pages: 33-36

    • Related Report
      2015 Research-status Report
    • Open Access
  • [Journal Article] マルチコプターを用いたAerial STIVによる実河川橋脚後流の画像計測2015

    • Author(s)
      建口沙彩・能登谷祐一・藤田一郎
    • Journal Title

      可視化情報

      Volume: Vol.35, Suppl.No.2 Pages: 197-198

    • Related Report
      2015 Research-status Report
    • Open Access
  • [Journal Article] 河川表面流速の画像計測ソフトウェアKU-STIV開発の背景とその応用2015

    • Author(s)
      藤田一郎
    • Journal Title

      建設工学研究所論文報告集

      Volume: 第57号 Pages: 81-92

    • NAID

      40020715350

    • Related Report
      2015 Research-status Report
  • [Presentation] Efficient and accurate estimation of water surface velocity in STIV2017

    • Author(s)
      Fujita, I.
    • Organizer
      4th International Symposium of Shallow Flows
    • Related Report
      2017 Annual Research Report
  • [Presentation] 空中移動撮影された河川ビデオ画像の流速画像解析手法の開発2016

    • Author(s)
      能登谷祐一・建口沙彩・藤田一郎
    • Organizer
      土木学会第71回年次学術講演会
    • Place of Presentation
      東北大学(宮城県・仙台市)
    • Year and Date
      2016-09-07
    • Related Report
      2016 Research-status Report
  • [Presentation] マルチコプター撮影映像を用いたAerial STIVの開発とADCPによる精度検証2015

    • Author(s)
      能登谷祐一
    • Organizer
      土木学会第70回年次学術講演会
    • Place of Presentation
      岡山県岡山市岡山大学津島キャンパス
    • Year and Date
      2015-09-16
    • Related Report
      2015 Research-status Report
  • [Presentation] Hydrodynamic effects on refugia of cobble-bar vegetation established along river bend2015

    • Author(s)
      Akihiko Nakayama
    • Organizer
      the 36th IAHR World Congress
    • Place of Presentation
      オランダ,ハーグ,ワールドフォーラム
    • Year and Date
      2015-06-30
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Development of UAV-based river surface velocity measurement by STIV based on high-accurate image stabilization techniques2015

    • Author(s)
      Yuichi Notoya
    • Organizer
      the 36th IAHR World Congress
    • Place of Presentation
      オランダ,ハーグ,ワールドフォーラム
    • Year and Date
      2015-06-28
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 高精度ブレ補正に基づくAerial STIV の開発2015

    • Author(s)
      能登谷祐一
    • Organizer
      平成27年度関西支部年次学術講演会
    • Place of Presentation
      大阪府寝屋川市摂南大学寝屋川キャンパス
    • Year and Date
      2015-05-30
    • Related Report
      2015 Research-status Report
  • [Book] Experimental Hydraulics: Methods, Instrumentation, Data Processing and Management: Vol.2, Instrumentation and Measurement Techniques2017

    • Author(s)
      Aberle,J,Rennie,CD,Admiraal,DM,Muste,M(eds),31 Contributing Authors: Fujita,I,Aberle,J,Aleixo,R,Bezzola,GR,Brasington,J,Buchholz,J, et al.
    • Total Pages
      408
    • Publisher
      CRC Press
    • ISBN
      9781138038158
    • Related Report
      2017 Annual Research Report

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

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