A New feature extraction method to Improve Emotion Detection Using EEG Signals

A New feature extraction method to Improve Emotion Detection Using EEG Signals

Since emotion plays an important role in human life, demand and importance of automatic emotion detection have grown with increasing role of human computer interface applications. In this research, the focus is on the emotion detection from the electroencephalogram (EEG) signals. The system derives...

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Bibliographic Details
Main Authors: Hanieh Zamanian, Hassan Farsi
Format: Article
Language:English
Published: Computer Vision Center Press 2018-11-01
Series:ELCVIA Electronic Letters on Computer Vision and Image Analysis
Subjects:
emotion recognition
EEG
Arousal-Valence emotion model
support vector machine
neural network.
Online Access:https://elcvia.cvc.uab.es/article/view/1045

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