Emotions play a crucial role in human life, influencing social interactions and purchasing decisions. Understanding and interpreting emotions is essential for various industries and fields of study. The ability to interpret human emotions can lead to more targeted marketing campaigns and prevent individuals in a heightened emotional state from engaging in activities like driving. Affective computing (AC) has garnered significant interest in recent years, and it involves developing emotion recognition systems based on processing facial expressions or physiological parameters. Recognizing emotions using physiological parameters requires portable and wearable electronic systems to acquire and process the physiological signals. In our paper, we propose a new acquisition system consisting of portable electronics to gather EEG signals and a Matlab interface to study human emotions after exposure to emotionally evocative images.

An EEG based platform for emotion recognition

Collu, Riccardo
Primo
Investigation
;
Salis, Cinzia
Investigation
;
Ferrazzano, Elena
Investigation
;
Cadinu, Lorenzo Agostino
Investigation
;
Makni, Nasreddine
Investigation
;
Barbaro, Massimo
Ultimo
Supervision
2025-01-01

Abstract

Emotions play a crucial role in human life, influencing social interactions and purchasing decisions. Understanding and interpreting emotions is essential for various industries and fields of study. The ability to interpret human emotions can lead to more targeted marketing campaigns and prevent individuals in a heightened emotional state from engaging in activities like driving. Affective computing (AC) has garnered significant interest in recent years, and it involves developing emotion recognition systems based on processing facial expressions or physiological parameters. Recognizing emotions using physiological parameters requires portable and wearable electronic systems to acquire and process the physiological signals. In our paper, we propose a new acquisition system consisting of portable electronics to gather EEG signals and a Matlab interface to study human emotions after exposure to emotionally evocative images.
2025
9783031840999
9783031841002
Affective Computing; Emotion recognition; Emotional state; Human emotion; Human lives; Marketing campaign; Physiological parameters; Purchasing decisions; Social interactions; Targeted marketing
File in questo prodotto:
File Dimensione Formato  
AAM_452967.pdf

embargo fino al 08/03/2026

Descrizione: AAM
Tipologia: versione post-print (AAM)
Dimensione 3.4 MB
Formato Adobe PDF
3.4 MB Adobe PDF   Visualizza/Apri   Richiedi una copia

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11584/452967
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 0
  • ???jsp.display-item.citation.isi??? ND
social impact