Detección de emociones mediante señales fisiológicas, características faciales, gestuales, posturales y del habla.
Implementación de gemelos multimodales para detección de miedo y ansiedad
Identificación de los estímulos arquitectónicos, técnicas y tecnologías más idóneos para la inducción de emociones
Creación de entornos virtuales para la realización de experimentos que permitan analizar el efecto del entorno construido sobre las personas
Creación de avatares para representación de emociones y utilización en terapias
Análisis del perfil sociodemográfico y clínico de los pacientes con ideación / conducta suicida
Estudio de la influencia de algunas variables cognitivas (incluyendo el pensamiento repetitivo negativo, la derrota y el atrapamiento) sobre la ideación/ la conducta suicida
Infraestructura:
Dispositivos de recogida de la actividad fisiológica y cerebral
Pulseras para recogida de datos fisiológicos (EDA, SKT, ECG, EMG, etc.)
Cascos de recogida de señales de EEG
Sistema de recogida de señales de fNIRS
Dispositivos de desarrollo de aplicaciones de realidad extendida
HMDs para realidad virtual (HTC-VIVE, Oculus, FOVE, etc.)
HMDs para realidad aumentada (HoloLens)
Guantes con estímulos hápticos
Sistemas de seguimiento (PhaseSpace, Kinect, Leap Motion, etc.)
Dispositivos hápticos de retroalimentación de fuerza
Gran pantalla de proyección 3DEye trackers
Publicaciones afines
Ester Martinez-Martin, Antonio Fernández-Caballero (2025). Improved human emotion recognition from body and hand pose landmarks on the GEMEP dataset using machine learning, Expert Systems with Applications, 269, 126427. doi:/10.1016/j.eswa.2025.126427.
José L. Gómez-Sirvent, Francisco López de la Rosa, Roberto Sánchez-Reolid, Rafael Morales, Antonio Fernández-Caballero (2024). Musical instruments in extended reality: A systematic review. International Journal of Human-Computer Interaction [IF: 3.4; Q1, Ergonomics]
José L. Gómez-Sirvent, Desirée Fernández-Sotos, Alicia Fernández-Sotos, Roberto Sánchez-Reolid, Francisco López de la Rosa, Antonio Fernández-Caballero (2024). Exploring the impact of windows on musicians' experience: A neuroarchitecture perspective. Building Research & Information, doi:10.1080/09613218.2024.2347911 [IF: 3.7; Q1, Construction & Building Technology]
José L. Gómez-Sirvent, Alicia Fernández-Sotos, Antonio Fernández-Caballero, Desirée Fernández-Sotos (2024). Assessment of music performance anxiety in a virtual auditorium through the study of ambient lighting and audience distance. Virtual Reality 28, 71; doi:10.1007/s10055-024-00947-8 [IF: 4.4; Q1, Computer Science, Software Engineering]
Luz M. González-Gualda, Miguel A. Vicente-Querol, Arturo S. García, José P. Molina, José M. Latorre, Patricia Fernández-Sotos, Antonio Fernández-Caballero (2024). An exploratory study of the effect of age and gender on face scanning during affect recognition in immersive virtual reality. Scientific Reports 14, 5553; doi:10.1038/s41598-024-55774-3 [IF: 3.8; Q1, Multidisciplinary Sciences]
Miguel A. Vicente-Querol, Arturo S. García, Daniel Sánchez-Reolid, Antonio Fernández-Caballero, José P. Molina (2024). Evaluation of distinct end-effectors in haptic perception of stiffness of virtual objects. Virtual Reality (en revisión).
Beatriz García-Martínez, Patricia Fernández-Sotos, Jorge J. Ricarte, Eva M. Sánchez-Morla, Roberto Sánchez-Reolid, Roberto Rodriguez-Jimenez, Antonio Fernández-Caballero (2024). Detection of auditory hallucinations from electroencephalographic brain-computer interface signals. Cognitive Systems Research 83, 101176; doi:10.1016/j.cogsys.2023.101176 [IF: 2.1; Q2, Psychology, Experimental]
José L. Gómez-Sirvent, Desirée Fernández-Sotos, Francisco López de la Rosa, Antonio Fernández-Caballero (2024). Building Information Modeling and affective occupancy evaluation: A scoping review. Journal of Ambient Intelligence and Smart Environments 16(2), 155-166, doi:10.3233/AIS-230046 [IF: 1.8; Q1, Computer Science, Artificial Intelligence]
Marta Monferrer, Arturo S. García, Jorge J. Ricarte, María J. Montes, Antonio Fernández-Caballero, Patricia Fernández-Sotos (2023). Dynamic Virtual Faces Demonstrate Deterioration in Facial Emotion Recognition in Patients with Bipolar Disorder. Current Psychology, doi:10.1007/s12144-023-05426-y [IF: 2.5; Q2, Psychology, Multidisciplinary]
José L. Gómez-Sirvent, Desirée Fernández-Sotos, Roberto Sánchez-Reolid, Francisco de la Rosa López, Alicia Fernández-Sotos, Antonio Fernández-Caballero (2023). Pre-occupancy evaluation of a virtual music school classroom: Influence of color and type of lighting on music performers. Building and Environment 246, 110989; doi:10.1016/j.buildenv.2023.110989 [IF: 7.1; D1/Q1, Construction & Building Technology]
Graciela Guerrero, Daniel Avila, Fernando José Mateus da Silva, António Pereira, Antonio Fernández-Caballero (2023). Internet-based identification of anxiety in university students using text and facial emotion analysis. Internet Interventions 34, 100679; doi:10.1016/j.invent.2023.100679 [IF: 3.6; Q1, Psychology, Clinical]
Miguel A. Vicente-Querol, Antonio Fernández-Caballero, Pascual González, Luz M. González-Gualda, Patricia Fernández-Sotos, José P. Molina, Arturo S. García (2023). Effect of action units, viewpoint, immersion and dynamism on emotion recognition in virtual faces. International Journal of Neural Systems 33(10), 23500533; doi:10.1142/S0129065723500533 [IF: 6.6; Q1, Computer Science, Artificial Intelligence]
Marta Monferrer, Arturo S. García, Ricarte Jorge J., María J. Montes, Antonio Fernández-Caballero, Patricia Fernández-Sotos (2023). Facial emotion recognition in patients with depression compared to healthy controls when using human avatars. Scientific Reports 13, 6007; doi:10.1038/s41598-023-31277-5 [IF: 3.8; Q1, Multidisciplinary Sciences]
Marta Monferrer, Arturo S. García, Jorge J. Ricarte, María J. Montes, Patricia Fernández-Sotos, Antonio Fernández-Caballero (2023). Facial affect recognition in depression using human avatars. Applied Sciences 13, 1609; doi:10.3390/app13031609 [IF: 2.5; Q1, Engineering, Multidisciplinary]
Roberto Sánchez-Reolid, Francisco López de la Rosa, Daniel Sánchez-Reolid, María T. López, Antonio Fernández-Caballero (2022). Machine learning techniques for arousal classification from electrodermal activity: A systematic Review. Sensors 22, 8886; doi:10.3390/s22228886 [IF: 3.847; Q2, Engineering, Electrical & Electronic]
Arturo S. García, Patricia Fernández-Sotos, Pascual González, Elena Navarro, Roberto Rodriguez-Jimenez, Antonio Fernández-Caballero (2022). Behavioral intention of mental health practitioners toward the adoption of virtual humans in affect recognition training. Frontiers in Psychology 13, doi:10.3389/fpsyg.2022.934880 [IF: 4.232; Q1, Psychology, Multidisciplinary]
Roberto Sánchez-Reolid, María Cruz Martínez-Sáez, Beatriz García-Martínez, Luz Fernández-Aguilar, Laura Ros Segura, José Miguel Latorre, Antonio Fernández-Caballero (2022). Emotion classification from EEG with a low-cost BCI versus a high-end equipment. International Journal of Neural Systems 32, 2250041; doi:10-1142/S0129065722500411 [IF: 6.325; Q1, Computer Science, Artificial Intelligence]
Beatriz García-Martínez, Antonio Fernández-Caballero, Arturo Martínez-Rodrigo, Raúl Alcaraz, Paulo Novais (2022). Evaluation of brain functional connectivity from electroencephalographic signals under different emotional states. International Journal of Neural Systems 32, 2250026; doi:10.1141/S0129065722500265 [IF: 6.325; Q1, Computer Science, Artificial Intelligence]
Miguel Angel Vicente-Querol, Antonio Fernández-Caballero, José Pascual Molina, Luz M. González-Gualda, Patricia Fernández-Sotos, Arturo Simón García (2022). Facial affect recognition in immersive virtual reality: Where is the participant looking? International Journal of Neural Systems 32, 2250029; doi:10.1141/S0129065722500290 [IF: 6.325; Q1, Computer Science, Artificial Intelligence]
Roberto Sánchez-Reolid, Francisco López de la Rosa, María T. López, Antonio Fernández-Caballero (2022). One-dimensional convolutional neural networks for low/high arousal classification from electrodermal activity. Biomedical Signal Processing and Control 71, 103203; doi:10.1016/j.bspc.2021.103203 [IF: 5.076; Q2, Engineering, Biomedical]
Carolina Ordoño López, José Pascual Molina, Ana Belén García Bravo (2022). Desarrollo y evaluación de un simulador de RV para la valoración obstétrica de cérvix y fontanelas. Interacción - Revista Digital de AIPO 3, 137-148. https://revista.aipo.es/index.php/INTERACCION/article/view/78
Arturo S. Garcia, Patricia Fernández-Sotos, Miguel A. Vicente-Querol, Roberto Sánchez-Reolid, Roberto Rodriguez-Jimenez, Antonio Fernández-Caballero (2021). Co-design of avatars to embody auditory hallucinations of patients with schizophrenia: A study on patients’ feeling of satisfaction and psychiatrists’ intention to adopt the technology. Virtual Reality, doi:10.1007/s10055-021-00558-7 [IF: 4.697; Q1, Computer Science, Software Engineering]
Belmonte, L. M., García, A. S., Morales, R., de la Vara, J. L., López de la Rosa, F., & Fernández-Caballero, A. (2021). Feeling of safety and comfort towards a socially assistive unmanned aerial vehicle that monitors people in a virtual home. Sensors, 21(3), 908.
Martínez, A., Belmonte, L. M., García, A. S., Fernández-Caballero, A., & Morales, R. (2021). Facial emotion recognition from an unmanned flying social robot for home care of dependent people. Electronics, 10(7), 868. doi:10.3390/electronics10070868
Juan del Aguila, Luz M. González-Gualda, María Angeles Játiva, Patricia Fernández-Sotos, Antonio Fernández-Caballero, Arturo S. García (2021). How interpersonal distance between avatar and human influences facial affect recognition in immersive virtual reality. Frontiers in Psychology 12, 675515; doi:10.3389/fpsyg.2021.675515 [IF: 4.232; Q1, Psychology, Multidisciplinary]
Beatriz García-Martínez, Antonio Fernández-Caballero, Raúl Alcaraz, Arturo Martínez-Rodrigo (2021). Assessment of dispersion patterns for negative stress detection from electroencephalographic signals. Pattern Recognition 119, 108094; doi:10.1016/j.patcog.2021.108094 [IF: 8.518; Q1/D1, Engineering, Electrical & Electronic]
Marta Monferrer, Jorge J. Ricarte, María J. Montes, Antonio Fernández-Caballero, Patricia Fernández-Sotos (2021). Psychosocial remediation in depressive disorders: A systematic review. Journal of Affective Disorders 290, 40-51; doi:10.1016/j.jad.2021.04.052 [IF: 6.533; Q1, Psychiatry]
Nora I. Muros, Arturo S. García, Cristina Forner, Pablo López-Arcas, Guillermo Lahera, Roberto Rodriguez-Jimenez, Karen N. Nieto, José Miguel Latorre, Antonio Fernández-Caballero, Patricia Fernández-Sotos (2021). Facial affect recognition by patients with schizophrenia using human avatars. Journal of Clinical Medicine 10, 1904; do:10.3390/jcm10091904 [IF: 4.964; Q2, Medicine, General & Internal]
Patricia Fernández-Sotos, Arturo S. García, Miguel Angel Vicente-Querol, Guillermo Lahera, Roberto Rodriguez-Jimenez, Antonio Fernández-Caballero (2021). Validation of dynamic virtual faces for facial affect recognition. PLoS One 16, e0246001; doi:10.1371/journal.pone.02460 [IF: 3.752; Q2, Multidisciplinary Sciences]
