87 citations · 111 across the 7 of their papers we have counts for
5 papers · 1 filter
Automated facial recognition system using deep learning for pain assessment in adults with cerebral palsy
Álvaro Sabater-Gárriz, F. Xavier Gaya-Morey, José María Buades-Rubio +3
Background: Pain assessment in individuals with neurological conditions, especially those with limited self-report ability and altered facial expressions, presents challenges. Exis…
Assessing the Efficacy of Deep Learning Approaches for Facial Expression Recognition in Individuals with Intellectual Disabilities
F. Xavier Gaya-Morey, Silvia Ramis, Jose M. Buades-Rubio +1
Facial expression recognition has gained significance as a means of imparting social robots with the capacity to discern the emotional states of users. The use of social robotics i…
Unveiling the Human-like Similarities of Automatic Facial Expression Recognition: An Empirical Exploration through Explainable AI
F. Xavier Gaya-Morey, Silvia Ramis-Guarinos, Cristina Manresa-Yee +1
Facial expression recognition is vital for human behavior analysis, and deep learning has enabled models that can outperform humans. However, it is unclear how closely they mimic h…
REVEX: A Unified Framework for Removal-Based Explainable Artificial Intelligence in Video
F. Xavier Gaya-Morey, Jose M. Buades-Rubio, I. Scott MacKenzie +1
We developed REVEX, a removal-based video explanations framework. This work extends fine-grained explanation frameworks for computer vision data and adapts six existing techniques…
Deep Learning for Computer Vision based Activity Recognition and Fall Detection of the Elderly: a Systematic Review
F. Xavier Gaya-Morey, Cristina Manresa-Yee, Jose M. Buades-Rubio
As the percentage of elderly people in developed countries increases worldwide, the healthcare of this collective is a worrying matter, especially if it includes the preservation o…