Human state estimation system implemented in an Office Deployable Getaway based on multiple bio information

Sayaka Nakaso, Jörg Güttler, Akira Mita, Thomas Bock

研究成果: Paper査読

2 被引用数 (Scopus)

抄録

This article is proposing a human state estimation system on the basis of multiple bio information implemented into a movable cover chair called "Office Deployable Getaway". The proposed system consists of 2 sub-systems; the first sub-system analyzes fatigue based on eye movement including blinking rate and eye closure time while the second sub-system analyzes breath frequency. These indicators are detected by applying image processing to IR images, using the Microsoft Kinect sensor. Hardware tests were conducted to determine the proper Microsoft Kinect (Kinect V1 or Kinect V2) and its position inside the chair to efficiently detect eye movement and respiration. The experimental results showed that these bio information could be measured appropriately under the condition that the Kinect V2 was set at the eye level opposite from the user. Based on the result, the implementation of the proposed system into the chair was carried out, installing the Kinect and a personal computer at appropriate positions. Finally, this system was tested in a real environment with test person sitting inside the chair; after the fatigue is analyzed over eye movement, breath frequency is analyzed. The results of these analyzations are indicated in the computer screen. This performance test showed that this system could be feasible for the realistic use. For future development, the authors will focus on audio system that triggers proper music based on estimated human state, which will be implemented into this chair.

本文言語English
ページ572-580
ページ数9
DOI
出版ステータスPublished - 2016
イベント33rd International Symposium on Automation and Robotics in Construction, ISARC 2016 - Auburn, United States
継続期間: 2016 7 182016 7 21

Other

Other33rd International Symposium on Automation and Robotics in Construction, ISARC 2016
国/地域United States
CityAuburn
Period16/7/1816/7/21

ASJC Scopus subject areas

  • 人工知能
  • 土木構造工学
  • 人間とコンピュータの相互作用
  • 地盤工学および土木地質学

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