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CEPP: Perceiving the Emotional State of the User Based on Body Posture

Authors
Lee, Suk KyuBae, MungyuLee, WoongheeKim, Hwangnam
Issue Date
10월-2017
Publisher
MDPI
Keywords
emotion recognition; body posture; feature extraction
Citation
APPLIED SCIENCES-BASEL, v.7, no.10
Indexed
SCIE
SCOPUS
Journal Title
APPLIED SCIENCES-BASEL
Volume
7
Number
10
URI
https://scholar.korea.ac.kr/handle/2021.sw.korea/81980
DOI
10.3390/app7100978
ISSN
2076-3417
Abstract
Much research has been conducted in the area of face and gesture recognition in order to classify one's emotional state. Surprisingly, utilizing computerized algorithms which recognize emotional conditions based on body postures has not yet been systematically developed. In this paper, we propose a novel method, Computerized Emotion Perception based on Posture (CEPP), to determine the emotional state of the user. This method extracts features from body postures and estimates the emotional state by computing a similarity distance. With the proposed algorithm, we will provide new insights into automatically recognizing one's emotional state.
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공과대학 (전기전자공학부)
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