Affective computing in virtual reality: emotion recognition from brain and heartbeat dynamics using wearable sensors

• Published in: Scientific reports Vol. 8; no. 1; pp. 13657 - 15
• Main Authors: Marín-Morales, Javier, Higuera-Trujillo, Juan Luis, Greco, Alberto, Guixeres, Jaime, Llinares, Carmen, Scilingo, Enzo Pasquale, Alcañiz, Mariano, Valenza, Gaetano
• Format: Journal Article
• Language: English
• Published: London Nature Publishing Group UK 12.09.2018; Nature Publishing Group
• Subjects: 631/114/2397; 639/166/985; 639/705/1042; 704/844/1759; Academic disciplines; Affect (Psychology); Algorithms; Arousal; Brain research; Computer applications; EEG; EKG; Electroencephalography; Emotional behavior; Emotions; Humanities and Social Sciences; Laboratories; Machine learning; multidisciplinary; Nervous system; Nonlinear systems; Physiology; Science; Science (multidisciplinary); Sensors; Virtual reality; Wearable computers; Emotion Recognition System; Total Average Accuracy; Valence Perception; Immersive Virtual Environments (IVE); International Affective Picture System (IAPS)

Affective Computing has emerged as an important field of study that aims to develop systems that can automatically recognize emotions. Up to the present, elicitation has been carried out with non-immersive stimuli. This study, on the other hand, aims to develop an emotion recognition system for affe...