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Development of analytical system for soccer play by means of image processing and graph theory

Research Project

Project/Area Number 26560357
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Sports science
Research InstitutionShibaura Institute of Technology

Principal Investigator

Sakaue Kenichi  芝浦工業大学, 工学部, 准教授 (40383509)

Co-Investigator(Kenkyū-buntansha) ISHIZAKI Satoshi  芝浦工業大学, 工学部, 准教授 (60321395)
MATSUBARA Ryota  芝浦工業大学, 工学部, 准教授 (70581685)
Project Period (FY) 2014-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Fiscal Year 2015: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2014: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywordsサッカー / 画像処理 / グラフ理論
Outline of Final Research Achievements

The present study developed the measurement technique for positions of soccer players and soccer ball from a soccer match movie by means of fundamental image processing and particle filter. It was shown that the measurement accuracy was almost the same as other systems used in Europe. From the measured position of the players and the ball, relation between the average ball position in attacking and successful attacking was analyzed. The results showed that the ratio of successful attacking increased as the average ball position got closer to an opposition goal.

Report

(3 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • Research Products

    (7 results)

All 2016 2015 2014

All Presentation (6 results) Book (1 results)

  • [Presentation] 複数の物体追跡法によるサッカー選手自動追跡システムの高精度化2016

    • Author(s)
      坂上賢一,相馬綾乃,石﨑聡之
    • Organizer
      日本フットボール学会13th Congress
    • Place of Presentation
      東洋大学(東京都文京区)
    • Year and Date
      2016-03-12
    • Related Report
      2015 Annual Research Report
  • [Presentation] Development of high-precision tracking system for soccer player analysis by using computer vision techniques2015

    • Author(s)
      Souma A., Sakaue K., Ishizaki, S.
    • Organizer
      8th World Congress on Science & Football
    • Place of Presentation
      DGI-byen CPH Conference (Copenhagen, Denmark)
    • Year and Date
      2015-05-20
    • Related Report
      2014 Research-status Report
  • [Presentation] Match running performance during recreational soccer match in Japanese senior players aged over-60 yr.2015

    • Author(s)
      Ishizaki S., Souma A., Iseyama R., Sakaue K., Yasumatsu M., Ayabe M., Naito H.
    • Organizer
      8th World Congress on Science & Football
    • Place of Presentation
      DGI-byen CPH Conference (Copenhagen, Denmark)
    • Year and Date
      2015-05-20
    • Related Report
      2014 Research-status Report
  • [Presentation] 輪郭情報を用いたサッカー映像解析によるボール検出2014

    • Author(s)
      伊勢山諒, 坂上賢一, 石﨑聡之
    • Organizer
      日本実験力学会2014年度年次講演会
    • Place of Presentation
      兵庫県立大学姫路工学キャンパス (兵庫県姫路市)
    • Year and Date
      2014-08-28
    • Related Report
      2014 Research-status Report
  • [Presentation] サッカー映像解析による選手追跡のためのパーティクルフィルタ法とミーンシフト法の比較2014

    • Author(s)
      相馬綾乃, 伊勢山諒, 坂上賢一, 石﨑聡之
    • Organizer
      日本実験力学会2014年度年次講演会
    • Place of Presentation
      兵庫県立大学姫路工学キャンパス (兵庫県姫路市)
    • Year and Date
      2014-08-28
    • Related Report
      2014 Research-status Report
  • [Presentation] Development of semi-automatic tracking system for soccer player by using particle filter2014

    • Author(s)
      Iseyama R., Souma A., Sakaue K., Ishizaki S.
    • Organizer
      World Conference on Science and Soccer 4.0
    • Place of Presentation
      University of Portland (Portland, OR, USA)
    • Year and Date
      2014-06-06
    • Related Report
      2014 Research-status Report
  • [Book] International Research in Science and Soccer II2016

    • Author(s)
      Iseyama R., Souma A., Sakaue K., Ishizaki S.
    • Total Pages
      314
    • Publisher
      Routledge
    • Related Report
      2015 Annual Research Report

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Published: 2014-04-04   Modified: 2017-05-10  

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