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Intelligent sea transportation system based on high accuracy stereo vision

Research Project

Project/Area Number 15K06620
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Naval and maritime engineering
Research InstitutionKobe University

Principal Investigator

YAMAMOTO Shigehiro  神戸大学, 海事科学研究科, 准教授 (60294261)

Co-Investigator(Kenkyū-buntansha) 橋本 岳  静岡大学, 工学部, 准教授 (60228418)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2017: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2016: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2015: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords海上交通 / 船舶 / 海難事故 / 安全 / 視覚情報 / ステレオビジョン / 三次元計測 / 自動着岸 / 自動離着桟 / ステレオ計測 / 深層学習 / 画像計測 / 三次元位置 / サポートベクターマシン / 追跡 / 多眼ステレオ / パーティクルフィルタ
Outline of Final Research Achievements

In order to increase safety of navigation of ships and decrease sea disasters as well as to reduce fatigue of navigational officers, using advanced information technology for sea transportation system was proposed. The following issues were investigated and their basic technologies were developed; high-precision three-dimensional image measurement by a stereo vision, detection of ships from sea images with deep learning, tracking of ships on the image and tracking control of a pan-tilt camera, an automatic camera placement method for wide sea area monitoring, and measurement of ship's location and orientation for automatic berthing and leaving control using stereo vision.

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 (2 results) (of which Peer Reviewed: 2 results) Presentation (14 results) (of which Int'l Joint Research: 4 results)

  • [Journal Article] Real-time Tracking of Offshore Vessel Using Pan-tilt Camera for Keeping a Lookout2018

    • Author(s)
      Kotaro Yoshihara, Shigehiro Yamamoto, Takeshi Hashimoto
    • Journal Title

      Marine Engineering

      Volume: 53 Issue: 3 Pages: 429-434

    • DOI

      10.5988/jime.53.429

    • NAID

      130006742845

    • ISSN
      1346-1427, 1884-3778
    • Year and Date
      2018-05-01
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Proposal of Automatic Camera Placement Method for Wide Sea Area Monitoring2018

    • Author(s)
      Yasuhiro Nomura, Shigehiro Yamamoto, Takeshi Hashimoto
    • Journal Title

      Marine Engineering

      Volume: 53 Issue: 3 Pages: 435-440

    • DOI

      10.5988/jime.53.435

    • NAID

      130006742868

    • ISSN
      1346-1427, 1884-3778
    • Year and Date
      2018-05-01
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Presentation] 自動離着岸に向けたステレオビジョンによる船舶の位置姿勢計測の試み2018

    • Author(s)
      山本茂広,吉原蓮汰,橋本 岳
    • Organizer
      平成30年電気学会全国大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] パッシブステレオ画像計測における量子化誤差低減法の実験結果2018

    • Author(s)
      橋本 岳,山本茂広
    • Organizer
      リモートセンシング学会 第64回(平成30年春季)学術講演会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 遠距離計測における計測対象の特徴点抽出に関する実験的検討2018

    • Author(s)
      橋本 岳,山本茂広
    • Organizer
      リモートセンシング学会 第64回(平成30年春季)学術講演会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 深層学習を用いた海上航行船舶検出の試み2017

    • Author(s)
      山本茂広,野村康紘,橋本 岳
    • Organizer
      平成29年電気学会全国大会
    • Place of Presentation
      福井大学(福井県・福井市)
    • Year and Date
      2017-03-15
    • Related Report
      2016 Research-status Report
  • [Presentation] Real-Time Tracking of Offshore Vessel Using Pan-Tilt Camera for Keeping a Lookout2017

    • Author(s)
      Kotaro Yoshihara, Shigehiro Yamamoto, Takeshi Hashimoto
    • Organizer
      The International Symposium on Marine Engineering (ISME 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Proposal of Automatic Camera Placement Method for Wide Sea Area Monitoring2017

    • Author(s)
      Yasuhiro Nomura, Shigehiro Yamamoto, Takeshi Hashimoto
    • Organizer
      The International Symposium on Marine Engineering (ISME 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 多眼カメラを用いた遠距離三次元位置計測時に発生する誤差に関する考察2016

    • Author(s)
      吉原広太郎,山本茂広,橋本 岳
    • Organizer
      平成28年電気関係学会関西連合大会
    • Place of Presentation
      大阪府立大学(大阪府・堺市)
    • Year and Date
      2016-11-22
    • Related Report
      2016 Research-status Report
  • [Presentation] 多眼カメラを用いた船舶の位置計測精度向上に関する実験的検討2016

    • Author(s)
      吉原広太郎,山本茂広,橋本 岳
    • Organizer
      第86回(平成28年)マリンエンジニアリング学術講演会
    • Place of Presentation
      姫路商工会議所(兵庫県・姫路市)
    • Year and Date
      2016-10-24
    • Related Report
      2016 Research-status Report
  • [Presentation] A Feasibility Study of Accurate 3D Measurement of Ships Using Dense Stereo Vision System2016

    • Author(s)
      Yasuhiro Nomura, Shigehiro Yamamoto, Kotaro Yoshihara and Takeshi Hashimoto
    • Organizer
      Techno-Ocean 2016
    • Place of Presentation
      神戸国際会議場(兵庫県・神戸市)
    • Year and Date
      2016-10-06
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Examination of Automatic Detection and Tracking of Ships on Camera Image in Marine Environment2016

    • Author(s)
      Naoya Kaido, Shigehiro Yamamoto and Takeshi Hashimoto
    • Organizer
      Techno-Ocean 2016
    • Place of Presentation
      神戸国際会議場(兵庫県・神戸市)
    • Year and Date
      2016-10-06
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 複数の海上航行船舶のステレオ画像同時計測と追跡2015

    • Author(s)
      島田賢二,山本茂広,橋本 岳
    • Organizer
      平成27年電気関係学会関西連合大会
    • Place of Presentation
      摂南大学(大阪府・寝屋川市)
    • Year and Date
      2015-11-14
    • Related Report
      2015 Research-status Report
  • [Presentation] 多眼ステレオカメラを利用した遠距離三次元位置計測に関する基礎検討2015

    • Author(s)
      吉原広太郎,山本茂広,野村康紘,島田賢二,橋本 岳
    • Organizer
      平成27年電気関係学会関西連合大会
    • Place of Presentation
      摂南大学(大阪府・寝屋川市)
    • Year and Date
      2015-11-14
    • Related Report
      2015 Research-status Report
  • [Presentation] 多眼ステレオカメラを用いた船舶の位置計測に関する基礎的検討2015

    • Author(s)
      吉原広太郎,山本茂広,橋本 岳
    • Organizer
      第85回(平成27年)マリンエンジニアリング学術講演会
    • Place of Presentation
      富山国際会議場(富山県・富山市)
    • Year and Date
      2015-10-26
    • Related Report
      2015 Research-status Report
  • [Presentation] 海上航行船舶のステレオ画像計測とパーティクルフィルタによる追跡2015

    • Author(s)
      島田賢二,吉原広太郎,山本茂広,橋本 岳
    • Organizer
      平成27年電気学会 電子・情報・システム部門大会
    • Place of Presentation
      長崎大学(長崎県・長崎市)
    • Year and Date
      2015-08-26
    • Related Report
      2015 Research-status Report

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

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