A Review of Emotion Recognition Using Physiological Signals
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.
- Publication:
-
Sensors
- Pub Date:
- June 2018
- DOI:
- 10.3390/s18072074
- Bibcode:
- 2018Senso..18.2074S
- Keywords:
-
- emotion recognition;
- physiological signals;
- emotion model;
- emotion stimulation;
- features;
- classifiers