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A Review of Emotion Recognition Using Physiological Signals

Emotion recognition based on physiological signals has been a hot topic and applied in many areas such as safe driving, health care and social security. In this paper, we present a comprehensive review on physiological signal-based emotion recognition, including emotion models, emotion elicitation m...

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Detalles Bibliográficos
Autores principales: Shu, Lin, Xie, Jinyan, Yang, Mingyue, Li, Ziyi, Li, Zhenqi, Liao, Dan, Xu, Xiangmin, Yang, Xinyi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6069143/
https://www.ncbi.nlm.nih.gov/pubmed/29958457
http://dx.doi.org/10.3390/s18072074
Descripción
Sumario:Emotion recognition based on physiological signals has been a hot topic and applied in many areas such as safe driving, health care and social security. In this paper, we present a comprehensive review on physiological signal-based emotion recognition, including emotion models, emotion elicitation methods, the published emotional physiological datasets, features, classifiers, and the whole framework for emotion recognition based on the physiological signals. A summary and comparation among the recent studies has been conducted, which reveals the current existing problems and the future work has been discussed.