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.
| Original language | English |
|---|---|
| Article number | 978 |
| Journal | Applied Sciences (Switzerland) |
| Volume | 7 |
| Issue number | 10 |
| DOIs | |
| Publication status | Published - 2017 Sep 22 |
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Keywords
- Body posture
- Emotion recognition
- Feature extraction
ASJC Scopus subject areas
- Fluid Flow and Transfer Processes
- Process Chemistry and Technology
- Computer Science Applications
- Engineering(all)
- Materials Science(all)
- Instrumentation
Cite this
CEPP : Perceiving the emotional state of the user based on body posture. / Lee, Suk Kyu; Bae, Mungyu; Lee, Woonghee; Kim, Hwangnam.
In: Applied Sciences (Switzerland), Vol. 7, No. 10, 978, 22.09.2017.Research output: Contribution to journal › Article
}
TY - JOUR
T1 - CEPP
T2 - Perceiving the emotional state of the user based on body posture
AU - Lee, Suk Kyu
AU - Bae, Mungyu
AU - Lee, Woonghee
AU - Kim, Hwangnam
PY - 2017/9/22
Y1 - 2017/9/22
N2 - 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.
AB - 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.
KW - Body posture
KW - Emotion recognition
KW - Feature extraction
UR - http://www.scopus.com/inward/record.url?scp=85029793526&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85029793526&partnerID=8YFLogxK
U2 - 10.3390/app7100978
DO - 10.3390/app7100978
M3 - Article
AN - SCOPUS:85029793526
VL - 7
JO - Applied Sciences (Switzerland)
JF - Applied Sciences (Switzerland)
SN - 2076-3417
IS - 10
M1 - 978
ER -