Towards recognizing Tai Chi - an initial experiment using wearable sensors

Kai Kunze, Michael Barry, Ernst A. Heinz, Paul Lukowicz, Dennis Majoe, Jürg Gutknecht

研究成果: Conference contribution

31 被引用数 (Scopus)

抄録

Inexpensive wearable sensors are well-suited for the automatic recognition of many activities occuring in everyday life. But what about fast and involved movements such as those occuring in athletic sports? We tackle this question by studying the feasibility of using body-worn gyroscopes and acceleration sensors to recognize Tai Chi movements. To this end, we conducted an initial experiment with eight sensors each affixed to four different persons who repeatedly performed three distinct Tai Chi movements. The resulting data confirm that standard thresholding and pattern-matching techniques should suffice to automate the analysis and recognition of the movements. Moreover, the data also seem to allow for distinguishing between certain levels of expertise and quality in executing the movements.

本文言語English
ホスト出版物のタイトルIFAWC 2006 - 3rd International Forum on Applied Wearable Computing 2006, Proceedings
編集者Otthein Herzog, Holger Kenn, Michael Lawo, Paul Lukowicz, Gerhard Troster
出版社VDE Verlag GmbH
ページ183-188
ページ数6
ISBN(電子版)3800729547, 9783800729548
出版ステータスPublished - 2006
外部発表はい
イベント3rd International Forum on Applied Wearable Computing 2006, IFAWC 2006 - Bremen, Germany
継続期間: 2006 3月 152006 3月 16

出版物シリーズ

名前IFAWC 2006 - 3rd International Forum on Applied Wearable Computing 2006, Proceedings

Conference

Conference3rd International Forum on Applied Wearable Computing 2006, IFAWC 2006
国/地域Germany
CityBremen
Period06/3/1506/3/16

ASJC Scopus subject areas

  • ハードウェアとアーキテクチャ
  • コンピュータ サイエンスの応用

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