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Technical report
Open access
English

Emotion Assessment : Arousal Evaluation Using EEG's and Peripheral Physiological Signals

PublisherGenève
Collection
  • Technical report; 05.02
Publication date2005
Abstract

The arousal dimension of human emotions is assessed from two different physiological sources: peripheral signals and electroencephalographic (EEG) signals from the brain. A complete acquisition protocol is presented to build a physiological emotional database for real participants. Arousal assessment is then formulated as a classification problem, with classes corresponding to 2 or 3 degrees of arousal. The performance of 2 classifiers has been evaluated, on peripheral signals, on EEG's, and on both. Results confirm the possibility of using EEG's to assess the arousal component of emotion, and the interest of multimodal fusion between EEG's and peripheral physiological signals.

Citation (ISO format)
CHANEL, Guillaume et al. Emotion Assessment : Arousal Evaluation Using EEG’s and Peripheral Physiological Signals. 2005
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Report
accessLevelPublic
Identifiers
  • PID : unige:47999
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Technical informations

Creation03/09/2015 11:34:26 AM
First validation03/09/2015 11:34:26 AM
Update time03/14/2023 11:00:23 PM
Status update03/14/2023 11:00:23 PM
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