Development of a person following robot with vision based target detection

Takashi Yoshimi, Manabu Nishiyama, Takafumi Sonoura, Hideichi Nakamoto, Seiji Tokura, Hirokazu Sato, Fumio Ozaki, Nobuto Matsuhira, Hiroshi Mizoguchi

研究成果: Conference contribution

80 引用 (Scopus)

抜粋

We have developed the person following robot "ApriAttenda™" . This robot can accompany a person using vision based target detection and avoid obstacles with ultrasonic sensors while following the person. The robot first identifies an individual with its image processing system by detecting a person's region and recognizing the registered color and texture of his/her clothes. Usually, the person following robot has to detect and recognize the specified person and calculate his/her position in a complicated real-life environment of fixed objects and moving people. Our newly developed algorithm allows the robot to extract a particular individual from a cluttered background, and to find and reconnect with the person if it loses visual contact. Tracking people with stereo vision was realized by systematizing visual and motion control with a robust algorithm that utilizes various characteristics of the image data. The developed algorithm uses several analyses to extract information on the distance to each feature point, speed of target, color and texture of clothes for a stable tracking in many situations including changes of view due to self motion, shifts in lighting and objects similar to the target. The person following robot ApriAttenda™ has been exhibited at Aichi EXPO 2005, and its robust functions and smooth person following capability were successfully demonstrated.

元の言語English
ホスト出版物のタイトル2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2006
ページ5286-5291
ページ数6
DOI
出版物ステータスPublished - 2006 12 1
外部発表Yes
イベント2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2006 - Beijing, China
継続期間: 2006 10 92006 10 15

出版物シリーズ

名前IEEE International Conference on Intelligent Robots and Systems

Other

Other2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2006
China
Beijing
期間06/10/906/10/15

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Software
  • Computer Vision and Pattern Recognition
  • Computer Science Applications

フィンガープリント Development of a person following robot with vision based target detection' の研究トピックを掘り下げます。これらはともに一意のフィンガープリントを構成します。

  • これを引用

    Yoshimi, T., Nishiyama, M., Sonoura, T., Nakamoto, H., Tokura, S., Sato, H., Ozaki, F., Matsuhira, N., & Mizoguchi, H. (2006). Development of a person following robot with vision based target detection. : 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2006 (pp. 5286-5291). [4059266] (IEEE International Conference on Intelligent Robots and Systems). https://doi.org/10.1109/IROS.2006.282029