CEPP: Perceiving the emotional state of the user based on body posture

Suk Kyu Lee, Mungyu Bae, Woonghee Lee, Hwangnam Kim

Research output: Contribution to journalArticle

1 Citation (Scopus)

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 languageEnglish
Article number978
JournalApplied Sciences (Switzerland)
Volume7
Issue number10
DOIs
Publication statusPublished - 2017 Sep 22

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emotions
posture
Gesture recognition
Face recognition
estimates

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 journalArticle

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