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Fourth-person sensing using informationally structured environment and wearable sensors

Research Project

Project/Area Number 26630099
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Intelligent mechanics/Mechanical systems
Research InstitutionKyushu University

Principal Investigator

Kurazume Ryo  九州大学, システム情報科学研究科(研究院, 教授 (70272672)

Co-Investigator(Kenkyū-buntansha) Yumi Iwashita  九州大学, 大学院システム情報科学研究院, 准教授 (70467877)
Project Period (FY) 2014-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2015: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2014: ¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Keywords知能ロボティクス / 環境知能化 / ウエアラブルセンサ / サービスロボット / 一人称画像
Outline of Final Research Achievements

In this research, we proposed a new concept of "fourth-person sensing" for service robots, which combines wearable cameras (the first-person viewpoint), sensors mounted on robots (the second-person viewpoint), and sensors embedded in the informationally structured environment (the third-person viewpoint) to recognize the surroundings of the service robot correctly and efficiently. Each sensor has its advantage and disadvantage, while the proposed concept can compensate the disadvantages by combining the advantages of all sensors. This technique is quite useful for accurate understanding of a user's intention and context of the scene. As one of applications of the proposed concept, we developed a HCI system which combines the first-person sensing and the third-person sensing, and showed the effectiveness of the proposed concepts through experiments.

Report

(3 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • Research Products

    (8 results)

All 2015 2014 Other

All Journal Article (3 results) (of which Peer Reviewed: 3 results,  Acknowledgement Compliant: 3 results) Presentation (4 results) (of which Int'l Joint Research: 1 results) Remarks (1 results)

  • [Journal Article] Fourth-person sensing for pro-active services2014

    • Author(s)
      Yumi Iwashita, Kazuto Nakashima, Yoonseok Pyo, Ryo Kurazume
    • Journal Title

      Fifth International Conference on Emerging Security Technologies (EST-2014)

      Volume: - Pages: 113-117

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] First-Person Animal Activity Recognition from Egocentric Videos2014

    • Author(s)
      Yumi Iwashita, Asamichi Takamine, Ryo Kurazume, Michael S. Ryoo
    • Journal Title

      22nd International Conference on Pattern Recognition (ICPR 2014)

      Volume: - Pages: 4310-4315

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] First-Person Activity Recognition from Animal Videos2014

    • Author(s)
      Yumi Iwashita, Asamichi Takamine, Ryo Kurazume, Michael S. Ryoo
    • Journal Title

      3rd Workshop on Egocentric (First-person) Vision in CVPR 2014

      Volume: -

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] Fourth-Person Sensing for a Service Robot2015

    • Author(s)
      Kazuto Nakashima, Yumi Iwashita, Yoonseok Pyo, Asamichi Takamine, Ryo Kurazume
    • Organizer
      Proc. of IEEE International Conference on Sensors
    • Place of Presentation
      Busan
    • Year and Date
      2015-11-01
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] サービスロボットのための第4人称センシングの提案2015

    • Author(s)
      中嶋 一斗, 岩下 友美, ピョ ユンソク, 高嶺 朝理, 倉爪 亮
    • Organizer
      画像の認識理解シンポジウム (MIRU2015)
    • Place of Presentation
      大阪
    • Year and Date
      2015-07-28
    • Related Report
      2015 Annual Research Report
  • [Presentation] サービスロボットのための第4人称センシングの提案2015

    • Author(s)
      中嶋 一斗, 岩下 友美, ピョ ユンソク, 高嶺 朝理, 倉爪 亮
    • 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
      京都
    • Year and Date
      2015-05-17
    • Related Report
      2015 Annual Research Report
  • [Presentation] First-person activity recognition from DogCentric videos2014

    • Author(s)
      Asamichi Takanime, Yumi Iwashita, Ryo Kurazume, M. S. Ryoo
    • Organizer
      The Tenth Joint Workshop on Machine Perception and Robotics (MPR14)
    • Place of Presentation
      北京
    • Year and Date
      2014-10-17
    • Related Report
      2014 Research-status Report
  • [Remarks] ROS-TMS (ROS - Town Management System)

    • URL

      http://robotics.ait.kyushu-u.ac.jp/~kurazume/research-j.php?content=sv#s2

    • Related Report
      2015 Annual Research Report

URL: 

Published: 2014-04-04   Modified: 2017-05-10  

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