4.6 Article

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

期刊

APPLIED SCIENCES-BASEL
卷 7, 期 10, 页码 -

出版社

MDPI
DOI: 10.3390/app7100978

关键词

emotion recognition; body posture; feature extraction

资金

  1. Basic Science Research Program through National Research Foundation of Korea (NRF) - Ministry of Education [NRF-2015R1D1A1A01059151]
  2. Human Resources program in Energy Technology of the Korea Institute of Energy Technology Evaluation and Planning (KETEP) from Ministry of Trade, Industry & Energy, Republic of Korea [20174030201820]

向作者/读者索取更多资源

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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