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Gesture recognition using combination of acceleration sensor and images for casual communication between robots and humans

  • Y. Yamazaki*
  • , H. A. Vu
  • , P. Q. Le
  • , Z. Liu
  • , C. Fatichah
  • , M. Dai
  • , H. Oikawa
  • , D. Masano
  • , O. Thet
  • , Y. Tang
  • , N. Nagashima
  • , M. L. Tangel
  • , F. Dong
  • , K. Hirota
  • *此作品的通讯作者
  • Kanto Gakuin University
  • Institute of Science Tokyo

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

A fuzzy logic based multi-modal gesture recognition method is proposed, where both camera images and hand motion data (given by a 3D acceleration sensor put on human wrists) are used to notify the emotion of humans to robots in real time. To demonstrate the validity, it is applied to a part of the home party scenario enjoyed by five eye robots and four human participants, where 8 types of human emotional-gestures are successfully recognized by robots. The proposed method aims to realize the casual communication between robots and humans in the mascot robot system that has been developed by authors' group.

源语言英语
主期刊名2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010
出版商IEEE Computer Society
ISBN(印刷版)9781424469109
DOI
出版状态已出版 - 2010
已对外发布

出版系列

姓名2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010

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