Facial Expression and EEG Fusion for Investigating Continuous Emotions of Deaf Subjects

• Published in: IEEE sensors journal Vol. 21; no. 15; pp. 16894 - 16903
• Main Authors: Yang, Yi, Gao, Qiang, Song, Xiaolin, Song, Yu, Mao, Zemin, Liu, Junjie
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.08.2021; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Brain modeling; Clips; Continuous emotion recognition; deaf; EEG; Electroencephalography; Emotion recognition; Emotions; facial expression; Feature extraction; Human-computer interface; Motion pictures; Psychology; Sensors; Time-frequency analysis

Emotion recognition has received increasing attention in human-computer interaction (HCI) and psychological assessment. Compared with single modal emotion recognition, the multimodal paradigm has an outperformance because of introducing complementary information for emotion recognition. However, cur...