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A Review of Emotion Recognition Using Physiological Signals

Authors :
Xiangmin Xu
Li Ziyi
Zhenqi Li
Lin Shu
Mingyue Yang
Xinyi Yang
Dan Liao
Jinyan Xie
Source :
Sensors, Vol 18, Iss 7, p 2074 (2018), Sensors (Basel, Switzerland)
Publication Year :
2018
Publisher :
MDPI AG, 2018.

Abstract

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.

Details

ISSN :
14248220
Volume :
18
Database :
OpenAIRE
Journal :
Sensors
Accession number :
edsair.doi.dedup.....1ed4644fac088a4f8fbeed6c5824fc93