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A Study of Effective Recognition of Environment by Integrating Global and Local Visions

Research Project

Project/Area Number 06452255
Research Category

Grant-in-Aid for General Scientific Research (B)

Allocation TypeSingle-year Grants
Research Field 計測・制御工学
Research InstitutionOsaka University

Principal Investigator

YACHIDA Masahiko  Osaka University, Faculty of Engineering Science, Professor, 基礎工学部, 教授 (20029531)

Co-Investigator(Kenkyū-buntansha) ISHIGURO Hiroshi  Osaka University, Faculty of Engineering Science, Research Associate, 基礎工学部, 助手 (10232282)
YAGI Yasushi  Osaka University, Faculty of Engineering Science, Lecturer, 基礎工学部, 講師 (60231643)
Project Period (FY) 1994 – 1995
Project Status Completed (Fiscal Year 1995)
Budget Amount *help
¥6,600,000 (Direct Cost: ¥6,600,000)
Fiscal Year 1995: ¥1,000,000 (Direct Cost: ¥1,000,000)
Fiscal Year 1994: ¥5,600,000 (Direct Cost: ¥5,600,000)
KeywordsMobile Robot / Robot Vision / Global Vision / Local Vision / Ominidirectional Image Sensor / Environmental Model / 画像理解 / ロボット / 経路計画 / 位置計測
Research Abstract

Last year, we exploited a new omni-directional image sensor in which a hyperboloidal mirror is aligned axis-to-axis over the input-lens of camera. Global models or maps of the environment surrounding a robot were aquired by loading with this sensor, and the planning and the revision of a moving path were succesfully achieved. Our new achievement in this year is as follows.
[1] Detection of a Target Object :
A method to detect a predefined target object is proposed. For example, the target can be (1) the object to work on, (2) landmarks on the path to a given goal, (3) obstacles which disturb the robot from moving, (4) some suspicious object, or (5) a moving one against which the robot may collide, and so on. In our method, specialized modules are installed, each assigned the task of finding objects in one of these categories. Each module looks around the overall surrounding area, and if detecting any candidate of the target, run the local-vision module to look into its fine feature.
[2] Recognition of Fine 3D-structure of a Detected Object
The sensor, focusing attention to an object detected by the global vision, recognizes the fine 3D-structure of the object. Since the abstract structure is already known by the global sight, another camera which realizes a local vision is shifted so that the target comes into the center of the image, and then zoomed until the size of the object's image grows as large as the vision-frame. The focus of the lens is also arranged to make the image clear. Based on the input from plural directions, the accurate 3D-structures of target objects were obtained eventually.
[3] Experimental Evaluation of the Integral Vision Sensor
We developed an image sensor in which the global and the local visions are integrated. Employing this new sensor, objects in real environments suchas the corridor of our university or our laboratory were recognized succesfully.

Report

(3 results)
  • 1995 Annual Research Report   Final Research Report Summary
  • 1994 Annual Research Report
  • Research Products

    (15 results)

All Other

All Publications (15 results)

  • [Publications] Yasushi Yagi,Yoshimitsu Nishizawa,Masahiko Yachida: "Map-Based Navigation for A Mobile Robot with Omnidirectional Image Sensor COPIS" IEEE Trans. Robotics and Automation. Vol. 11. No. 5. 634-648 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] 奥村 仁,八木康史,谷内田正彦: "大局視と局所視の統合による移動ロボットのための複合視覚センサMISSの提案" 情報処理学会論文誌. Vol. 36. No. 10. 2263-2276 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] 山澤一誠、八木康史,谷内田正彦: "移動ロボットのナビゲーションのための全方位視覚系HyperOmni Visionの提案" 電子情報通信学会論文誌(D-II). Vol. J79-DII,No. 1. 1-12 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] Yasushi Yagi, Yoshimitsu Nishizawa, Masahiko Yachida: "Map-based Navigation for a Mobile Robot with Omnidirectional Image Sensor COPIS" IEEE Trans.Robotics and Automation. Vol.11, No.5. 634-648 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] Hitoshi Okumura, Yasushi Yagi, Masahiko Yachida: "Multiple Image Sensing System MISS for Mobile Robot (in Japanese)" Journal of Information Processing Scociety of Japan. Vol.36, No.10. 2263-2276 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] Kazumasa Yamazawa, Yasushi Yagi, Masahiko Yachida: "Visual Navigation with Omnidirectional Image Sensor HyperOmni Vision (in Japanese)" The Transaction of the Institute of Electronics, Information and Communication Engineers, D-2. Vol.J79-D-2, No.1. 1-12 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1995 Final Research Report Summary
  • [Publications] Yasushi Yagi: "Map-Based Navigation for A Mobile Robot with Omnidirectional Image Sensor COPIS" IEEE Trans.Robotics and Automation.Vol.11, No.5. 634-648 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 奥村 仁: "大局視と局所視の統合による移動ロボットのための複合視覚センサMISSの提案" 情報処理学会論文誌. Vol.36, No.10. 2263-2276 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 山澤一誠: "移動ロボットのナビゲーションのための全方位視覚系Hyper Omni Visionの提案" 電子情報通信学会論文誌(D-II). (印刷中). (1996)

    • Related Report
      1995 Annual Research Report
  • [Publications] Yasushi Yagi: "Multiple Visual Sensing System for Mobile Robot" Proc.IEEE Int.Conf.Robotics and Automation. 2. 1679-1684 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] Kazumasa Yamazawa: "Omnidirectional Image Sensor-HyperOmni Vision-" Proc.3rd Int.Conf.Automation Technology. 5. 127-132 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] Kazumasa Yamazawa: "Obstacle Detection with Omnidirectional Image Sensor HyperOmni Vision" IEEE the Int.Conf.Robotics and Automation,(May 1995),. (In press). (1995)

    • Related Report
      1994 Annual Research Report
  • [Publications] 山澤一誠: "全方位視覚センサHyperOmni Visionを用いた視覚誘導" 画像の認識・理解シンポジウム(MIRU'94)講演論文集. II. II-151-II-158 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] 奥村仁: "複合視覚センサMISSによる効率的3次元情報の獲得" 画像の認識・理解シンポジウム(MIRU'94)講演論文集. II. II-159-II-166 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] 田中貴秋: "四分木とポテンシャル場を用いた移動ロボットの経路計画" 日本ロボット学会学術講演会予稿集. Vol.2 23A3. 741-742 (1994)

    • Related Report
      1994 Annual Research Report

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Published: 1994-04-01   Modified: 2016-04-21  

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