NDLI: Emotion recognition modeling of sitting postures by using pressure sensors and accelerometers

Content Provider	IEEE Xplore Digital Library
Author	Shibata, T. Kijima, Y.
Copyright Year	2012
Description	Author affiliation: School of Information Environment, Tokyo Denki University, 2-1200 Muzai-Gakuendai, Inzai, Chiba, 270-1382, Japan (Shibata, T.; Kijima, Y.)
Abstract	Not only facial expressions but also body gestures and postures play an important role in non-verbal communication. Facial expressions are based on two factors: arousal and pleasant emotions, while it is not clear that body gestures and postures have the same structure as the facial expressions have. We indicate that (1) the sitting postures have the same emotion structure as facial expressions and (2) can be measured by pressure sensors on a chair and accelerometers on the body, which predict the emotion factors. We find the sitting postures have the semantic factors: "arousal", "pleasantness", and "dominance", so emotion expressions of the sitting postures are similar to those of the facial expressions. Their difference is "dominance" expressed by not the main body but the body parts such as arms and legs. We conclude that (1) "arousal" and "pleasantness" factors can be measured with the proposed sensors and (2) the body trunk and the body parts: neck, arms, and legs are important.
Starting Page	1124
Ending Page	1127
File Size	512107
Page Count	4
File Format	PDF
ISBN	9781467322164
ISSN	10514651
e-ISBN	9784990644109
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-11-11
Publisher Place	Japan
Access Restriction	Subscribed
Rights Holder	ICPR Org Committee
Subject Keyword	Neck Sensors Accelerometers Legged locomotion Semantics Face Pressure measurement
Content Type	Text
Resource Type	Article
Subject	Computer Vision and Pattern Recognition

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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