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A Method for Ship Detection by the Radar Image Processing based on the Prediction of Navigation Officers

Research Project

Project/Area Number 24760681
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Naval and maritime engineering
Research InstitutionNational Maritime Research Institute

Principal Investigator

NISHIZAKI Chihiro  独立行政法人海上技術安全研究所, その他部局等, 研究員 (70570993)

Project Period (FY) 2012-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2013: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2012: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Keywords見張り支援 / レーダ画像 / レーダ画像処理 / 小型船舶 / 航海士 / 船舶運航 / 海上安全 / 操船者
Research Abstract

In order to save the effort of navigation officers with keeping watch quality, it is necessary to select and acquire ship images in radar images automatically.
The future purpose of this study is to automatically detect ship images on the radar. Therefore, in this study, we proposed the method for dividing ship images from non-ship images by the image processing and the cluster analysis using radar raster images.
As a result of the image processing and the cluster analysis, it was possible to detect a large part of ship images from radar raster images. However, there were many cases that non-ship images were classed as ship images. Therefore, the accuracy rate of cluster analysis results in this study was about 83%.

Report

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

    (4 results)

All 2014 2013

All Journal Article (2 results) (of which Peer Reviewed: 2 results) Presentation (2 results)

  • [Journal Article] A Method for Feature Extraction and Classification of Marine Radar Images, Proceedings of World Automation Congress 2014 (WAC2014)2014

    • Author(s)
      Chihiro NISHIZAKI, Yasuyuki NIWA, Motonobu IMASATO, Hisaya MOTOGI
    • Journal Title

      9^<th> International Forum on Multimedia and Image Processing (IFMIP2014)

      Volume: (印刷中)

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Method for Feature Extraction and Classification of Marine Radar Images2014

    • Author(s)
      Chihiro NISHIZAKI, Yasuyuki NIWA, Motonobu IMASATO, Hisaya MOTOGI
    • Journal Title

      Proceedings of World Automation Congress2014 (WAC2014) : 9th International Forum on Multimedia and Image Processing(IFMIP2014)

      Volume: 未定

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Presentation] レーダにおける船舶検出のための特徴抽出に関する研究2013

    • Author(s)
      西崎ちひろ
    • Organizer
      日本機会学会第22回交通・物流部門大会(TRANSLOG2013)
    • Place of Presentation
      東京大学生産技術研究所
    • Year and Date
      2013-12-10
    • Related Report
      2013 Final Research Report
  • [Presentation] レーダにおける船舶検出のための特徴抽出に関する研究2013

    • Author(s)
      西崎 ちひろ、丹羽 康之、本木 久也、今里 元信、桐谷 伸夫
    • Organizer
      日本機会学会 第22回交通・物流部門大会(TRANSLOG2013)
    • Place of Presentation
      東京大学 生産技術研究所(東京都目黒区)
    • Related Report
      2013 Annual Research Report

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

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