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A Review of Emotion Recognition Using Physiological Signals

Journal

SENSORS
Volume 18, Issue 7, Pages -

Publisher

MDPI
DOI: 10.3390/s18072074

Keywords

emotion recognition; physiological signals; emotion model; emotion stimulation; features; classifiers

Funding

  1. Fundamental Research Funds for the Central Universities [2017MS041]
  2. Science and Technology Program of Guangzhou [201704020043]

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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.

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