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Development on an image processing system for traffic flow analysis

Research Project

Project/Area Number 01850124
Research Category

Grant-in-Aid for Developmental Scientific Research

Allocation TypeSingle-year Grants
Research Field 交通工学・国土計画
Research InstitutionHokkaido University

Principal Investigator

KAKU Terutoshi  Hokkaido Univ., Fac.of Eng., Professor, 工学部, 教授 (40001135)

Co-Investigator(Kenkyū-buntansha) HAGIWARA Toru  Hokkaido Univ., Fac.of Eng., Instructor, 工学部, 助手 (60172839)
FIJIWARA Takashi  Hokkaido Univ., Fac.of Eng., Instructor, 工学部, 助手 (50109493)
NAKATUJI Takashi  Hokkaido Univ., Fac.of Eng., Lecturer, 工学部, 講師 (60123949)
Project Period (FY) 1989 – 1990
Project Status Completed (Fiscal Year 1990)
Budget Amount *help
¥4,200,000 (Direct Cost: ¥4,200,000)
Fiscal Year 1990: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 1989: ¥3,300,000 (Direct Cost: ¥3,300,000)
KeywordsImage processing system / Traffic flow analysis / Detecting vehicles / 車両の軌跡 / 交通流パラメ-タ / 動画像処理システム / デジタル画像処理
Research Abstract

1. An automatic processing system for digitizing sequential pictures.
We developed an automatic processing system which detects and tracks moving vehicles from video image recorded by the TV camera. Two computers are used in this system.
1) System for digitizing video image
One computer is used to store video images. The video signal from a TV camera are digitized to a 6-bit number by an A/D converter. The entire frame is divided into 256**256 points, but only a specified region of the frame is stored in the computer's memory.
2) System for control video deck
Another computer is used to control video deck. We need to control a value of frame rate automatically. Because, the maximum frame rate is limited by access time and transfer rate and it is about 15 frames/second.
2. application
It is required to analyze the microscopic behavior of vehicles at signalized intersections during winter. In winter, road surface became very slippery, and capacity of signalized intersections in winter became less than that in other seasons. We applied a new system to study two-dimensional measurement of individual vehicle at signalized intersections. We could measure values of speed and acceleration on slippery road conditions. But. some problems remain to be solved for the practical applications in general conditions.
3. Model for detecting vehicles
We try to study a method to identify the same vehicle on two consecutive video frames. One of the Neural-Network-Model. Congitron was used to identify vehicle images. Application possibilities of cognitron for recognition of vehicle images were tested. Experimental results show that trained patterns could be recognized, but non-trained ones couldn't.

Report

(3 results)
  • 1990 Annual Research Report   Final Research Report Summary
  • 1989 Annual Research Report
  • Research Products

    (15 results)

All Other

All Publications (15 results)

  • [Publications] 萩原亨: "動画像システムを利用した道路空間の測定について" 土木学会北海道支部論文報告集. 45. 507-512 (1989)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] 萩原亨: "VTR画像を用いた動画像処理システムについて" 日本道路会議一般論文集. 18. 1154-1155 (1989)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] 中辻隆: "画像データによる運転者支援システムの開発ニューラルネットワークモデルによる画像の識別について" 土木学会北海道支部論文報告集. 46. 493-498 (1990)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] 萩原亨: "パソコンによる道路シミュレーション画像の作成について" 土木学会北海道支部論文報告集. 46. 541-546 (1990)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] 佐藤道男: "ビデオ観測交通データの画像処理システムの開発に関する研究" 土木学会年次学術講演会概要集. 46(投稿中). (1991)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] Hagiwara, T et al: "An image processing system for traffic flow analysis" Proc.of Hokkaido Branch of JSCE. Vol.45. 507-512 (1989)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] Hagiwara, T et al: "An automatic processing system which detects moving vehicles from video image" Proc.of Japan Road Congress. Vol.18. 1154-1155 (1989)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] Nakatuji, T et al: "Application of Neural Network Model to Computer Aided Driving System" Proc.of Hokkaido Branch of JSCE. Vol.46. 493-498 (1989)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] Hagiwara, T et al: "Product of Simulation Image by Personal Computer" Proc.of Hokkaido Branch of JSCE. Vol.46. 541-546 (1990)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] Sato, M et al: "A development on a video image data processing system for traffic flow measurement" Proc.of the 46th annual conference of JSCE. (in print). (1991)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] 萩原 亨: "動画像システムを利用した道路空間の測定について" 土木学会北海道支部論文報告集. 45. 507-512 (1989)

    • Related Report
      1990 Annual Research Report
  • [Publications] 萩原 亨: "VTR画像を用いた動画像処理システムについて" 日本道路会議一般論文集. 18. 1154-1155 (1989)

    • Related Report
      1990 Annual Research Report
  • [Publications] 中辻 隆: "画像デ-タによる運転者支援システムの開発 ニュ-ラルネットワ-クモデルによる画像の識別について" 土木学会北海道支部論文報告集. 46. 493-498 (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] 萩原 亨: "パソコンによる道路シミュレ-ション画像の作成について" 土木学会北海道支部論文報告集. 46. 541-546 (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] 萩原亨: "VTR画像を用いた動画像処理システムについて" 日本道路会議一般論文集. 18. 1154-1155 (1989)

    • Related Report
      1989 Annual Research Report

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Published: 1989-04-01   Modified: 2019-02-15  

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