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Multi-robot Visual Tracking System based on Cognitive Sharing of Invariants

Research Project

Project/Area Number 22500174
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Perception information processing/Intelligent robotics
Research InstitutionNagoya University

Principal Investigator

SEKIYAMA Kousuke  名古屋大学, 工学研究科, 准教授 (40293675)

Project Period (FY) 2010 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2012: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2011: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2010: ¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Keywords実世界情報処理 / 分散共有知覚 / 不変項選択 / 自律分散ロボット / 認知共有 / 画像認識 / トラッキング
Research Abstract

In multi-robot systems, since each robot has generally a different perspective around an object to be shared, an effective representation for cognitive sharing would be different. This work proposed a hierarchical cognitive invariant model as a framework of cognitive sharing for multi-robot system. The ambiguity measure of the effective representation of the shape or color feature is dynamically evaluated according to the change of perspective of each robot. Relational representation of the object is formed by autonomous landmark generation called representation triangle, which specifies the existence region of target object. A visual mobile object tracking with multi-robot was experimentally demonstrated to show the effectiveness of proposed method where an occlusion occurs and a lightning condition changes.

Report

(4 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (29 results)

All 2013 2012 2011 2010 Other

All Journal Article (7 results) (of which Peer Reviewed: 7 results) Presentation (22 results)

  • [Journal Article] A Region of Interest (ROI) Sharing Protocol for Multi-Robot Co-operation with Distributed Sensing based on Semantic Stability2013

    • Author(s)
      56. Mohammad Rokunuzzaman, Takayuki Umeda, Kosuke Sekiyama, and Toshio Fukuda
    • Journal Title

      IEEE Transactions on Systems Man and Cybernetics: Systems

      Volume: accepted

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Autonomous Landmark Generation for Cognitive Sharing in Multiple Robot Cooperation2012

    • Author(s)
      Takayuki Umeda, Kosuke Sekiyama, and Toshio Fukuda
    • Journal Title

      International Journal of Advancements in Computing Technology

      Volume: Vol.4, No.22 Pages: 300-311

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Vision-Based Object Tracking by Multi-Robots2012

    • Author(s)
      Takayuki Umeda, Kosuke Sekiyama, and Toshio Fukuda
    • Journal Title

      Journal of Robotics and Mechatronics

      Volume: Vol.24, No.3 Pages: 531-539

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] An Innovative Approach to Evaluate Semantic Context Awareness for ROI Selection2011

    • Author(s)
      Mohammad Rokunuzzaman, Kandai, Watanabe, Kosuke Sekiyama and Toshio Fukuda
    • Journal Title

      International Journal of InnovativeComputing, Information and Control

      Volume: Vol.7, No.5(B) Pages: 2919-2929

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] An Innovative Approach to Evaluate Semantic Context Awareness for ROI Selection2011

    • Author(s)
      Md. Rokunuzzaman, Kandai Watanabe, Kosuke Sekiyama, Toshio Fukuda
    • Journal Title

      Int. Journal of Innovative Computing, Information and Control(IJICIC)

      Volume: Vol.7, No.4 Pages: 2919-2929

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Automatic ROI Detection and Evaluation in Video Sequences based on Human Interest2010

    • Author(s)
      Mohammad Rokunuzzaman, Kosuke Sekiyama and Toshio Fukuda
    • Journal Title

      Journal of Robotics and Mechatronics, Journal of Robotics and Mechatronics

      Volume: Vol.22, No.1 Pages: 65-75

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] A Region of Interest (ROI) Sharing Protocol for Multi-Robot Co-operation with Distributed Sensing based on Semantic Stability

    • Author(s)
      Mohammad Rokunuzzaman, Takayuki Umeda, Kosuke Sekiyama, and Toshio Fukuda
    • Journal Title

      IEEE Transactions on Systems Man and Cybernetics: Systems

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Presentation] マルチロボットにおける共有認知のための不変表象共有化アルゴリズム2013

    • Author(s)
      冨田 翔大,関山浩介,福田敏男
    • Organizer
      日本機械学会 ロボティクス・メカトロニクス講演会
    • Place of Presentation
      筑波
    • Related Report
      2012 Final Research Report
  • [Presentation] 自律的ラントマーク生成に基つく物体追跡2012

    • Author(s)
      梅田崇之,関山浩介,福田敏男
    • Organizer
      第17回ロボティクス・シンポジア
    • Place of Presentation
      萩
    • Year and Date
      2012-03-14
    • Related Report
      2012 Final Research Report
  • [Presentation] 自律的ランドマーク生成に基づく物体追跡2012

    • Author(s)
      関山浩介
    • Organizer
      第17回ロボティクス・シンポジア
    • Place of Presentation
      萩市「萩本陣」(山口県)
    • Year and Date
      2012-03-14
    • Related Report
      2011 Annual Research Report
  • [Presentation] Common region of interest generation between mobile robots by cognitive ontology2012

    • Author(s)
      Md. Rokunuzzaman, K.Sekiyama, and T. Fukuda
    • Organizer
      7th International Conference on Electrical & Computer Engineering (ICECE)
    • Place of Presentation
      Dhaka, Bangladesh
    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Presentation] A Multiple Robot Cognitive Sharing System using Audio and Video Sensors2012

    • Author(s)
      Daniel McGibney, Ryo Morioka, Kosuke Sekiyama,Hiro Mukai, and Toshio Fukuda
    • Organizer
      11th International Symposium on Distributed Autonomous Robotic Systems (DARS2012)
    • Place of Presentation
      Baltimore, USA
    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Presentation] A generalized method of region of interest evaluation and its application in cognitive sharing through co-operative action2012

    • Author(s)
      K. Sekiyama, Md. Rokunuzzaman, and T. Fukuda
    • Organizer
      World Automation Congress (WAC)
    • Place of Presentation
      Puerto Vallarta, Mexico
    • Related Report
      2012 Final Research Report
  • [Presentation] A generalized method of region of interest evaluation and its application in cognitive sharing through co-operative action2012

    • Author(s)
      K. Sekiyama, Md. Rokunuzzaman, T. Fukuda
    • Organizer
      World Automation Congress (WAC2012)
    • Place of Presentation
      Puerto Vallarta, Mexico
    • Related Report
      2012 Annual Research Report
  • [Presentation] Vision based Object Tracking by Multi-Robots Based on Feature Selection and Autonomous Landmark Generation2011

    • Author(s)
      Takayuki Umeda, Kosuke Sekiyama, Toshio Fukuda
    • Organizer
      The 15thAsia Pacific Symposium of Intelligent and Evolutionary Systems (IES2011)
    • Place of Presentation
      Yokosuka
    • Year and Date
      2011-12-09
    • Related Report
      2012 Final Research Report
  • [Presentation] Vision based Object Tracking by Multi-Robots Based on Feature Selection and Autonomous Landmark Generation2011

    • Author(s)
      Takayuki Umeda
    • Organizer
      The 15^<th> Asia Pacific Symposium of Intelligent and Evolutionary Systems (IES2011)
    • Place of Presentation
      Kannonzaki Keikyu Hotel, Yokosuka, Japan
    • Year and Date
      2011-12-09
    • Related Report
      2011 Annual Research Report
  • [Presentation] Cooperative Distributed Object Classification for Multiple Robots with Audio Features2011

    • Author(s)
      D.McGibney
    • Organizer
      2011 International Symposium on Micro-Nano Mechatronics and Human Science (MHS2011)
    • Place of Presentation
      Nagoya University, Japan
    • Year and Date
      2011-11-08
    • Related Report
      2011 Annual Research Report
  • [Presentation] 自律的ランドマーク生成に基づくマルチロボット間での共有知覚2011

    • Author(s)
      梅田崇之,関山浩介,福田敏男
    • Organizer
      日本機械学会 ロボティクス・メカトロニクス講演会
    • Place of Presentation
      岡山
    • Year and Date
      2011-05-28
    • Related Report
      2012 Final Research Report
  • [Presentation] 自律的ランドマーク生成に基づくマルチロボット間での共有知覚2011

    • Author(s)
      梅田崇之
    • Organizer
      Robomec2011
    • Place of Presentation
      岡山コンベンションセンター(岡山県)
    • Year and Date
      2011-05-28
    • Related Report
      2011 Annual Research Report
  • [Presentation] 特徴選択に基づく移動物体のマルチロボット分散協調追跡2011

    • Author(s)
      梅田崇之,関山浩介,福田敏男
    • Organizer
      第16回ロボティクス・シンポジア
    • Place of Presentation
      指宿
    • Related Report
      2012 Final Research Report
  • [Presentation] Cognitive Boundary Detection using Semantic Stability Concept2010

    • Author(s)
      Md. Rokunuzzaman, K. Sekiyama, and T. Fukuda
    • Organizer
      Proc. of the Joint 5th International Conference on Soft Computing and Intelligent Systems and 11th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2010)
    • Place of Presentation
      Okayama
    • Year and Date
      2010-12-09
    • Related Report
      2012 Final Research Report
  • [Presentation] Cognitive Boundary Detection using Semantic Stability Concept2010

    • Author(s)
      Md. Rokunuzzaman, Kosuke Sekiyama, Toshio Fukuda
    • Organizer
      The Joint 5th Int. Conf. on Soft Computing and Intelligent Systems and 11th Int. Sym, on Advanced Intelligent Systems (SCIS&ISIS2010)
    • Place of Presentation
      Okayama, Japan Okayama Convention Center
    • Year and Date
      2010-12-09
    • Related Report
      2010 Annual Research Report
  • [Presentation] Multiple Region of Interest Evaluation for Ubiquitous Robots2010

    • Author(s)
      Mohammad Rokunuzzaman, Kosuke Sekiyama, and Toshio Fukuda
    • Organizer
      Proc. of the 7th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI2010)
    • Place of Presentation
      Busan, Korea
    • Year and Date
      2010-11-26
    • Related Report
      2012 Final Research Report
  • [Presentation] Multiple Region of Interest Evaluation for Ubiquitous Robot2010

    • Author(s)
      Md. Rokunuzzaman, Kosuke Sekiyama, Toshio Fukuda
    • Organizer
      7^<th> International Conference on Ubiquitous Robots and Ambient Intelligence(URAI)
    • Place of Presentation
      Busan, Korea
    • Year and Date
      2010-11-26
    • Related Report
      2010 Annual Research Report
  • [Presentation] Cooperative Distributed Object Tracking by Multiple Robots Based on Feature Selection2010

    • Author(s)
      Takayuki Umeda, Kosuke Sekiyama, Toshio Fukuda
    • Organizer
      10th Interbational Symposium on Distributed Autonomous Robotic Systems (DARS2010)
    • Place of Presentation
      Lausanne, Switzerland
    • Year and Date
      2010-11-02
    • Related Report
      2010 Annual Research Report
  • [Presentation] Semantic Evaluation of Region of Interest for Intelligent Robot2010

    • Author(s)
      Mohammad Rokunuzzaman, Kosuke Sekiyama, and Toshio Fukuda
    • Organizer
      The2010 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS2010)
    • Place of Presentation
      Taipei, Taiwan
    • Year and Date
      2010-10-20
    • Related Report
      2012 Final Research Report
  • [Presentation] Semantic Evaluation of Region of Interest for Intelligent Robot2010

    • Author(s)
      Md. Rokunuzzaman, Kosuke Sekiyama, Toshio Fukuda
    • Organizer
      IEEE/RSJ Int. Conf. on Intelligent Robots and Systems(IROS2010)
    • Place of Presentation
      Taipei, Taiwan
    • Year and Date
      2010-10-20
    • Related Report
      2010 Annual Research Report
  • [Presentation] Cooperative Distributed Object Tracking by Multiple Robots Based on Feature Selection2010

    • Author(s)
      Takayuki Umeda, Kosuke Sekiyama, and Toshio Fukuda
    • Organizer
      Proc. of the 10th International Symposium on Distributed Autonomous Robotic Systems (DARS2010)
    • Place of Presentation
      Lausanne, Switzerland
    • Related Report
      2012 Final Research Report
  • [Presentation] 特徴量選択に基づくマルチロボット分散協調物体追跡2010

    • Author(s)
      梅田崇之,関山浩介,福田敏男
    • Organizer
      日本機械学会 ロボティクス・メカトロニクス講演会
    • Place of Presentation
      旭川
    • Related Report
      2012 Final Research Report

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Published: 2010-08-23   Modified: 2019-07-29  

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