MMPosE: Movie-induced Multi-label Positive Emotion Classification Through EEG Signals

Emotional information plays an important role in various multimedia applications. Movies, as a widely available form of multimedia content, can induce multiple positive emotions and stimulate people's pursuit of a better life. Different from negative emotions, positive emotions are highly corre...

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Veröffentlicht in:	IEEE transactions on affective computing 2023-10, Vol.14 (4), p.1-14
Hauptverfasser:	Du, Xiaobing, Deng, Xiaoming, Qin, Hangyu, Shu, Yezhi, Liu, Fang, Zhao, Guozhen, Lai, Yu-Kun, Ma, Cuixia, Liu, Yong-Jin, Wang, Hongan
Format:	Artikel
Sprache:	eng
Schlagworte:	affective computing Brain modeling Classification Computational modeling Correlation Correlation analysis Electroencephalography Emotion recognition Emotions Labels Mathematical analysis Motion pictures Multi-channel EEG multi-label classification Multimedia positive emotions Representations Signal classification Transformer encoder Transformers
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