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Research and Development of Realtime 3D Reconstruction of Field Ball Games for Training and Game Analysis

Research Project

Project/Area Number 23500232
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Perception information processing/Intelligent robotics
Research InstitutionRitsumeikan University

Principal Investigator

XU Gang  立命館大学, 情報理工学部, 教授 (90226374)

Co-Investigator(Kenkyū-buntansha) ISAKA Tadao  立命館大学, スポーツ健康科学部, 教授 (30247811)
YOSHIOKA Shinsuke  東京大学, 総合文化研究科, 准教授 (20512312)
FUKAI Hironobu  東京理科大学, 理工学部, 助教 (50571585)
Co-Investigator(Renkei-kenkyūsha) KUNIEDA Yoshitoshi  立命館大学, 情報システム学科, 教授 (90153311)
Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥5,720,000 (Direct Cost: ¥4,400,000、Indirect Cost: ¥1,320,000)
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)
Fiscal Year 2011: ¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Keywords球技の3次元運動解析 / 同期多カメラによる実時間3次元計測 / 並列分散処理 / 背景差分法 / 視体積交差法 / 選手の背番号認識 / 球体の追跡 / カメラゲインの自動制御
Research Abstract

(1)16 Cameras of 1.3 mega pixels were connected by the Gigabit Ethernet and a special electronic system was built to synchronize the 16 cameras. Data from the 16 note PC, each connected to one camera,were sent to the central server PC by MPI. (2)The intrinsic parameters of each camera were calibrated in advance and the extrinsic camera parameters were calibrated by locating in the images the markers whose coordinates in the field are known. As a result, 3D reconstruction of high accuracy is made possible. (3)The next step is to separate the pixels of players and referees from those pixels of the static background. (4)The pixels of players and referees are sent to the server PC and the voxels occupied by players and referees are extracted by space carving.These voxels are then projected onto the bird view image,where the players and referees are separated from each other.All is done at 30 frames per second.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (12 results)

All 2013 2012 2011 Other

All Presentation (12 results)

  • [Presentation] 露出オーバ・アンダのない動画像撮影を行うためのゲイン・露光時間の自動調整2013

    • Author(s)
      大原将史, 徐剛
    • Organizer
      ビジョン技術の実利用ワークショップ(ViEW2013)
    • Place of Presentation
      パシフィコ横浜 (神奈川県)
    • Year and Date
      2013-12-05
    • Related Report
      2013 Final Research Report
  • [Presentation] フィールドスポーツにおける同期多カメラを用いた全選手の実時間位置測定システム2013

    • Author(s)
      増田哲朗, 山崎綾哉, 桑幸生, 村山智美, 深井寛修, 徐剛, 國枝義敏
    • Organizer
      動画像処理後実利用化ワークショップ 2013 (DIA2013)
    • Place of Presentation
      静岡大学浜松キャンパス(静岡県)
    • Year and Date
      2013-03-08
    • Related Report
      2013 Final Research Report
  • [Presentation] Real-Time Multi-Player Tracking and Identification Using Synchronized Multiple Cameras in Field Sports2012

    • Author(s)
      Ryoya Yamazaki, Tetsuro Masuda, Hironobu Fukai, Gang Xu and Yoshitoshi Kunieda
    • Organizer
      The 8th Joint Workshop on Machine Perception and Robotics (MPR2012)
    • Place of Presentation
      Kyusyu Univ.(Fukuoka Pre)
    • Year and Date
      2012-10-16
    • Related Report
      2013 Final Research Report
  • [Presentation] フィールドスポーツにおける同期多カメラを用いた複数選手のチーム識別と背番号認識による実時間個人識別2012

    • Author(s)
      山崎綾哉, 増田哲朗, 深井寛修, 徐剛
    • Organizer
      精密工学会・画像応用技術専門委員会サマーセミナー2012
    • Place of Presentation
      犬山館(愛知県)
    • Year and Date
      2012-09-04
    • Related Report
      2013 Final Research Report
  • [Presentation] Real-Time Multi-Object Tracking Using Synchronized Multiple Cameras in Field Sports2011

    • Author(s)
      Tetsuro Masuda , Hironobu Fukai , Gang Xu and Yoshitoshi Kunieda
    • Organizer
      The 7th Joint Workshop on Machine Perception and Robotics (MPR2011)
    • Place of Presentation
      Beijing(China)
    • Year and Date
      2011-10-13
    • Related Report
      2013 Final Research Report
  • [Presentation] フィールドスポーツにおける同期多カメラを用いた複数移動物体の実時間追跡2011

    • Author(s)
      増田哲朗, 高井翔太, 後藤敦士, 深井寛修, 徐剛
    • Organizer
      The 17th Symposium on Sensing via Image Information (SSII2011)
    • Place of Presentation
      パシフィコ横浜(神奈川県)
    • Year and Date
      2011-06-09
    • Related Report
      2013 Final Research Report
  • [Presentation] フィールドスポーツにおける同期多カメラを用いた複数移動物体の実時間追跡2011

    • Author(s)
      増田哲朗,高井翔太,後藤敦士,深井寛修,徐剛
    • Organizer
      第17回画像センシングシンポジウム
    • Place of Presentation
      パシフィコ横浜(神奈川県)
    • Related Report
      2011 Research-status Report
  • [Presentation] 露出オーバ・アンダのない動画像撮影を行うためのゲイン・露光時間の自動調整

    • Author(s)
      大原将史, 徐剛
    • Organizer
      ビジョン技術の実利用ワークショップ (ViEW2013)
    • Place of Presentation
      横浜市、パシフィコ横浜
    • Related Report
      2013 Annual Research Report
  • [Presentation] Real-Time Multi-Player Tracking and Identification Using Synchronized Multiple Cameras in Field Sports

    • Author(s)
      Ryoya Yamazaki, Tetsuro Masuda, Hironobu Fukai, Gang Xu and Yoshitoshi Kunieda
    • Organizer
      The 8th Joint Workshop on Machine Perception and Robotics (MPR2012)
    • Place of Presentation
      Kyusyu Univ.Fukuoka
    • Related Report
      2012 Research-status Report
  • [Presentation] フィールドスポーツにおける同期多カメラを用いた全選手の実時間位置測定システム

    • Author(s)
      増田哲朗,山崎綾哉,桑幸生,村山智美,深井寛修,徐剛 ,國枝義敏
    • Organizer
      Dynamic Image processing for real Application(DIA2013)
    • Place of Presentation
      静岡県、静岡大学浜松キャンパス
    • Related Report
      2012 Research-status Report
  • [Presentation] フィールドスポーツにおける同期多カメラを用いた複数選手のチーム識別と背番号認識による実時間個人識別

    • Author(s)
      山崎 綾哉,増田 哲朗,深井 寛修,徐 剛
    • Organizer
      精密工学会・画像応用技術専門委員会サマーセミナー2012
    • Place of Presentation
      愛知県、犬山館
    • Related Report
      2012 Research-status Report
  • [Presentation] Real-Time Multi-Object Tracking Using Synchronized Multiple Cameras in Field Sports

    • Author(s)
      Tetsuro Masuda, Hironobu Fukai, Gang Xu and Yoshitoshi Kunieda
    • Organizer
      The 7th Joint Workshop on Machine Perception and Robotics
    • Place of Presentation
      Beijing, China
    • Related Report
      2011 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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