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Realtime Color Segmentation, Optical Flow, Depthmap Generation Integration for Mobile Robot Control

Research Project

Project/Area Number 10450096
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent mechanics/Mechanical systems
Research InstitutionThe University of Tokyo

Principal Investigator

INOUE Hirochika  Dept. of Mechano-Informatics, The University of Tokyo, Professor, 大学院・工学系研究科, 教授 (50111464)

Co-Investigator(Kenkyū-buntansha) KAGAMI Satoshi  Dept. of Mechano-Informatics, The University of Tokyo, Research Associate, 大学院・工学系研究科, 研究員
KONNO Atsushi  Faculty of Engineering, Tohoku University, Associate Professor, 大学院・工学系研究科, 助教授 (90250688)
MIZOGUCHI Hiroshi  Faculty of Engineering, Saitama University, Associate Professor, 工学部, 助教授 (00262113)
Project Period (FY) 1998 – 1999
Project Status Completed (Fiscal Year 1999)
Budget Amount *help
¥12,100,000 (Direct Cost: ¥12,100,000)
Fiscal Year 1999: ¥5,200,000 (Direct Cost: ¥5,200,000)
Fiscal Year 1998: ¥6,900,000 (Direct Cost: ¥6,900,000)
KeywordsReal-time vision / Optical flow generation / Depth map generation / Correlation hardware / Mobile robot navigation / 高速両眼カメラヘッド / 相関演算ハードウエア
Research Abstract

Actually, from the point of view of safety, working space of robot is separated from life space of human being. In order to utilize a robot in a human life, sensing technology to detect human being is required. This research aims to develop a robot vision system that can detect walking or moving human being while robot is also moving, by combining color segmentation, optical flow generation and depth map generation. Following is a list of research topics,
1. Color segmentation method from correlation calculation,
2. Boundary detection using optical flow generation,
3. Depth map generation from stereo cameras,
4. Development of high speed three axis robot head,
5. Spacio-temporal region segmentation for deformable target,
6. Development of mobile robot which has 0nboard vision processing system,
7. Experiments
Finally, using the techniques that have developed, mobile robot control under human being walking environment is achieved. Throughout from experiment, evaluation of the techniques and improvement are reported.

Report

(3 results)
  • 1999 Annual Research Report   Final Research Report Summary
  • 1998 Annual Research Report
  • Research Products

    (21 results)

All Other

All Publications (21 results)

  • [Publications] Kagami, Okada, Inoue, et al.: "Real-Time 3D Optical Flow Generation System"Proc. of International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI'99). 1. 237-242 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] 岡田,加賀美,井上,他: "三次元フローを用いた人込みにおけるロボットの障害物回避"第5回ロボティクスシンポジア予稿集. 1. 13C2-13C6 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Okada, Kagami, Inoue, et al.: "Vision-based Action Control of Quadruped Legged Robot JROB-1"Proc. of 9th International Conference on Advanced Robotics (ICAR'99). 1. 451-456 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Kagami, Okada, Inoue, et al.: "Design and Implementation of Onbody Real-time Depthmap Generation System"Proc. of International Conference on Robotics and Automation (ICRA'00). (発表予定). (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Kagami, Okada, Inoue, et al.: "A Vision-based Legged Robot as a Research Platform"Proc. of International Conference on Intelligent Robots and Systems (IROS'98). 1. 235-240 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Satoshi KAGAMI, Kei OKADA, Mitsutaka KABASAWA, Yoshio MATSUMOTO, Atsushi KONNO, Masayuki INABA, Hirochika INOUE: "A Vision-based Legged Robot as a Research Platform"Proc. of International Conference on Intelligent Robots and Systems (IROS'98). vol. 1. 235-240 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Satoshi KAGAMI, Kei Okada, Masayuki INABA, Hirochika INOUE: "Real-Time 3D Optical Flow Generation System"Proc. of International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI'99). 237-242 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Kei Okada, Satoshi KAGAMI, Masayuki INABA, Hirochika INOUE: "Vision-based Action Control of Quadruped Legged Robot JROB-1"Proc. of 9ィイD1thィエD1 International Conference on Advanced Robotics (ICAR'99). (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Satoshi KAGAMI, Kei Okada, Masayuki INABA, Hirochika INOUE: "Design and Implementation of Onbody Real-time Depthmap Generation System"Proc. of International Conference on Robotics and Automation (ICRA'00). (to be appear). (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Y. Goto, K. Hidai, H. Mizoguchi, T. Shigehara, and T. Mishima: "Vision Module to Estimate Robot's Self Moving Variation"Proceedings of the 13th Korean Automatic Control Conference ('98KACC). 89-94 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] S. Akaho, Y. Goto, T. Kurita, and H. Mizoguchi: "Pursuit Movement of Pan-Tilt Camera by Feedback-Error-Learning"Proceedings of the Fifth International Conference on Neural Information Processing (ICONIP'98). 409-412 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] H. Mizoguchi, T. Shigehara, M. Yokoyama, and T. Mishima: "Integrating Real-time Face Tracking and Microphones Array to From Dynamic Acoustic Focus"Proceedings of the Fifth International Conference on Control, Automation, Robotics and Vision (ICARCV'98). 1248-1251 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] H. Mizoguchi, T. Shigehara, Y. Goto, and T. Mishima: "Virtual Concierge:, A Talking Door-phone to Speak up Visitor's Name"Proceedings of Fourth International Symposium on ARTIFICIAL LIFE AND ROBOTICS (AROB 4th '99). 212-215 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] H. Mizoguchi, Y. Kiuchi, T. Shigehara, K. Hiraoka, and T. Mishima: "Simulation of Microphones Array to Form Acoustic Focus"Proceedings of the IASTED International Conference on Applied Modeling and Simulation (AMS'99). 412-416 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] Kagami,Okada,Inoue,et al.: "Real-Time 3D Optical Flow Generetion System"Proc.of International Conference on Multisensor Fusion and Integration for Intellgent Systems (MFI'99). 1. 237-242 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 岡田,加賀美,井上,他: "三次元フローを用いた人込みにおけるロボットの障害物回避"第5回ロボティクスシンポジア予稿集. 1. 13C2-6 (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] 溝口,三島,他: "PCクラスタベースの並列視覚処理システム"第5回ロボティクスシンポジア予稿集. 1. 22C5-6 (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] Kagami,Okada,Inoue,et al.: "Design and Implementation of Onbody Real-time Depthmap Generation System"Proc.of International Conference on Robotics and Automation(ICRA'00). (発表予定). (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] 岡田、加賀美、稲葉、井上: "色領域分割と両眼ステレオの統合による脚型ロボットの三次元障害物回避" 第16回ロボット学会学術講演会予稿集. 3. 1505-1506 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 岡田、加賀美、井上、他: "両眼ステレオと色領域分割に基づく四脚ロボットの移動行動" 日本機械学会ロボティクスメカトロニクス講演会'98. 1CI3-6 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] Kagami, Okada, Inoue, et al.: "A Vision-based Legged Robot as a Research Platform" Proc.of International Conference on Intelligent Robots and Systems (IROS'98). 1. 235-240 (1998)

    • Related Report
      1998 Annual Research Report

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Published: 1998-04-01   Modified: 2016-04-21  

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