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Development of algorithm for number of swimming fish individuals: a new approach by using PTV technique

Research Project

Project/Area Number 15K14785
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Aquatic bioproduction science
Research InstitutionHokkaido University

Principal Investigator

KIMURA Nobuo  北海道大学, 水産科学研究院, 教授 (50186326)

Co-Investigator(Kenkyū-buntansha) 高木 力  北海道大学, 水産科学研究院, 教授 (80319657)
竹原 幸生  近畿大学, 理工学部, 教授 (50216933)
Co-Investigator(Renkei-kenkyūsha) KOMEYAMA Kazuyoshi  北海道大学, 大学院水産科学研究院, 助教 (30550420)
TORISAWA Shinsuke  近畿大学, 農学部, 講師 (80399097)
HIRAISHI Tomonori  北海道大学, 大学院水産科学研究院, 教授 (10218761)
Project Period (FY) 2015-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2016: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2015: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords個体数 / 養殖 / PTV / 計数 / 魚群
Outline of Final Research Achievements

To develop the fundamental technique of counting number of fish individuals in an aquaculture cage, the basic algorithm for counting individuals was constructed by applying PTV (Particle Tracking Velocimetry) technique. The region above a certain area and brightness was defined as the candidate region of an individual. The movement vectors of the extracted regions were estimated by using Kalman filter, and the number of the vectors was possible to give that of individuals. When 200 individuals were put in an experimental tank, applying the algorithm showed that the averaged error was 5.9% and its availability was confirmed.

Report

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

    (6 results)

All 2017 2016

All Journal Article (1 results) Presentation (5 results) (of which Int'l Joint Research: 1 results)

  • [Journal Article] How many fish in a tank? Constructing an automated fish counting system by using PTV analysis2017

    • Author(s)
      S. Abe ; T. Takagi ; K. Takehara ; N. Kimura ; T. Hiraishi ; K. Komeyama ; S. Torisawa ; S. Asaumi
    • Journal Title

      Proc. SPIE 10328, Selected Papers from the 31st International Congress on High-Speed Imaging and Photonics, 103281T (February 20, 2017)

      Volume: 10328 Pages: 103281T-103281T

    • DOI

      10.1117/12.2270627

    • Related Report
      2016 Annual Research Report
  • [Presentation] 遊泳する魚群の個体数計測システムの開発 -個体画像抽出手法の違いが計数精度に与える影響 -2017

    • Author(s)
      阿部 悟・髙木 力・竹原幸生・木村暢夫・平石智徳 ・米山和良・鳥澤眞介・山口武治・浅海 茂
    • Organizer
      平成29年度日本水産学会春季大会
    • Place of Presentation
      東京海洋大学(東京都港区)
    • Related Report
      2016 Annual Research Report
  • [Presentation] 画像解析を用いた非接触型養殖魚計測システムの開発2017

    • Author(s)
      高木 力・米山 和良・阿部 悟・鳥澤 眞介・竹原 幸生・ 山口 武治・浅海 茂
    • Organizer
      日本水産工学会春季シンポジウム
    • Place of Presentation
      水産大学校(山口県下関市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] 遊泳する魚群の個体数計測システムの開発-PTV解析技術を用いた新たな試み-2016

    • Author(s)
      阿部 悟・髙木 力・竹原幸生・木村暢夫・平石智徳・米山和良・鳥澤眞介・浅海 茂
    • Organizer
      平成28年度日本水産学会春季大会
    • Place of Presentation
      東京海洋大学(東京都、港区)
    • Year and Date
      2016-03-28
    • Related Report
      2015 Research-status Report
  • [Presentation] ステレオ画像計測によるパーティクルフィルタを用いた魚類の自動追跡2016

    • Author(s)
      坂本誠・米山和良・鳥澤眞介・高木力
    • Organizer
      平成28年度日本水産学会春季大会
    • Place of Presentation
      東京海洋大学(東京都、港区)
    • Year and Date
      2016-03-28
    • Related Report
      2015 Research-status Report
  • [Presentation] How many fish in a tank? Constructing an automated fish counting system by using PTV analysis2016

    • Author(s)
      S. Abe ; T. Takagi ; K. Takehara ; N. Kimura ; T. Hiraishi ; K. Komeyama ; S. Torisawa ; S. Asaumi
    • Organizer
      International Congress on High-Speed Imaging and Photonics
    • Place of Presentation
      大阪阪急ホテル(大阪府吹田市)
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research

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Published: 2015-04-16   Modified: 2018-03-22  

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