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 |
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
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Cite this
Lee, S. K., Bae, M., Lee, W., & Kim, H. (2017). CEPP: Perceiving the emotional state of the user based on body posture. Applied Sciences (Switzerland), 7(10), [978]. https://doi.org/10.3390/app7100978