산업경영시스템학회지 (Journal of Korean Society of Industrial and Systems Engineering)

  • 제35권2호
  • /
  • Pages.64-70
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  • 2012
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  • 2005-0461(pISSN)
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  • 2287-7975(eISSN)
한국산업경영시스템학회 (Society of Korea Industrial and System Engineering)
권호 표지

정서 인지를 위한 뇌파 전극 위치 및 주파수 특징 분석

Analysis of Electroencephalogram Electrode Position and Spectral Feature for Emotion Recognition

  • 정성엽 (한국교통대학교 기계공학과) ;
  • 윤현중 (대구가톨릭대학교 기계자동차공학부)
  • Chung, Seong-Youb (Department of Mechanical Engineering, Korea National University of Transportation) ;
  • Yoon, Hyun-Joong (Faculty of Mechanical and Automotive Engineering, Catholic University of Daegu)
  • 투고 : 2012.03.07
  • 심사 : 2012.04.26
  • 발행 : 2012.06.30
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초록

This paper presents a statistical analysis method for the selection of electroencephalogram (EEG) electrode positions and spectral features to recognize emotion, where emotional valence and arousal are classified into three and two levels, respectively. Ten experiments for a subject were performed under three categorized IAPS (International Affective Picture System) pictures, i.e., high valence and high arousal, medium valence and low arousal, and low valence and high arousal. The electroencephalogram was recorded from 12 sites according to the international 10~20 system referenced to Cz. The statistical analysis approach using ANOVA with Tukey's HSD is employed to identify statistically significant EEG electrode positions and spectral features in the emotion recognition.

키워드

참고문헌

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