Presentation
Experimental Setup and Protocol for Creating an EEG-signal Database for Emotion Analysis Using Virtual Reality Scenarios
Author/s | Marqués Valderrama, Elías
Sarmiento Vega, María Auxiliadora Durán Díaz, Iván Becerra González, Juan Antonio Fondón García, Irene |
Editor | Fondón García, Irene |
Department | Universidad de Sevilla. Departamento de Teoría de la Señal y Comunicaciones |
Publication Date | 2023 |
Deposit Date | 2024-01-18 |
Published in |
|
ISBN/ISSN | 978-989-758-634-7 2184-4321 |
Abstract | Automatic emotion recognition systems aim to identify human emotions from physiological signals, voice, facial expression or even physical activity. Among these types of signals, the usefulness of signals from electroenc ... Automatic emotion recognition systems aim to identify human emotions from physiological signals, voice, facial expression or even physical activity. Among these types of signals, the usefulness of signals from electroencephalography (EEG) should be highlighted. However, there are few publicly accessible EEG databases in which the induction of emotions is performed through virtual reality (VR) scenarios. Recent studies have shown that VR has great potential to evoke emotions in an effective and natural way within a laboratory environment. This work describes an experimental setup developed for the acquisition of EEG signals in which the induction of emotions is performed through a VR environment. Participants are introduced to the VR environment via head-mounted displays (HMD) and 14-channel EEG signals are collected. The experiments carried out with 12 participants (5 male and 7 female) are also detailed, with promising results, which allow us to think about the future development of our own dataset. |
Funding agencies | European Commission (EC). Fondo Europeo de Desarrollo Regional (FEDER) Ministerio de Ciencia, Innovación y Universidades (MICINN). España Agencia Estatal de Investigación. España |
Project ID. | P20 01173
TEC2017-82807-P PID2021-123090NB-I00 |
Citation | Marqués Valderrama, E., Sarmiento Vega, M.A., Durán Díaz, I., Becerra González, J.A. y Fondón García, I. (2023). Experimental Setup and Protocol for Creating an EEG-signal Database for Emotion Analysis Using Virtual Reality Scenarios. En 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) (75-86), Lisboa (Portugal): SciTePress. |
Files | Size | Format | View | Description |
---|---|---|---|---|
116566.pdf | 5.867Mb | [PDF] | View/ | Artículo principal |