Multi-modal emotion analysis from facial expressions and electroencephalogram
详细信息 查看全文
- 作者：Xiaohua Huang<sup> ; sup><sup>xiaohuahwang@gmail.com" class="auth_mail" title="E-mail the corresponding authorsup><sup> ; sup><sup>xiaohua.huang@ee.oulu.fi" class="auth_mail" title="E-mail the corresponding authorsup> ; Jukka Kortelainen <sup>jukortel@ee.oulu.fi" class="auth_mail" title="E-mail the corresponding authorsup> ; Guoying Zhao <sup>gyzhao@ee.oulu.fi" class="auth_mail" title="E-mail the corresponding authorsup> ; Xiaobai Li <sup>lxiaobai@ee.oulu.fi" class="auth_mail" title="E-mail the corresponding authorsup> ; Antti Moilanen <sup>antti.moilanen@ee.oulu.fi" class="auth_mail" title="E-mail the corresponding authorsup> ; Tapio Seppä ; nen<sup>1sup><sup> ; sup><sup>tapio@ee.oulu.fi" class="auth_mail" title="E-mail the corresponding authorsup> ; Matti Pietikä ; inen<sup>1sup><sup> ; sup><sup>mkp@ee.oulu.fi" class="auth_mail" title="E-mail the corresponding authorsup>
- 关键词：Multi-modal emotion recognition ; Facial expression ; Electroencephalogram ; Feature representation ; Pattern recognition ; Signal processing
- 刊名：Computer Vision and Image Understanding
- 出版年：2016
- 出版时间：June 2016
- 年：2016
- 卷：147
- 期：Complete
- 页码：114-124
- 全文大小：2481 K
文摘
Emotion recognition from spontaneous facial expression with a new percentage feature.
Extraction and selection of spectral power and spectral power difference features for EEG.
A multi-modal emotion recognition for valence and arousal classes.
A comparison of multi-modal emotion recognition to human performance for emotion recognition and analysis.