Assessing the Efficacy of Deep Learning Approaches for Facial Expression Recognition in Individuals with Intellectual Disabilities

no code implementations • 22 Jan 2024 • F. Xavier Gaya-Morey, Silvia Ramis, Jose M. Buades-Rubio, Cristina Manresa-Yee

Our examination of the outcomes, both the performance and the important image regions for the models, reveals significant distinctions in facial expressions between individuals with and without intellectual disabilities, as well as among individuals with intellectual disabilities.

Explainable artificial intelligence Facial Expression Recognition

Assessing Gender Bias in Predictive Algorithms using eXplainable AI

no code implementations • 19 Mar 2022 • Cristina Manresa-Yee, Silvia Ramis

Predictive algorithms have a powerful potential to offer benefits in areas as varied as medicine or education.

Facial Expression Recognition Facial Expression Recognition (FER)

Facial Masks and Soft-Biometrics: Leveraging Face Recognition CNNs for Age and Gender Prediction on Mobile Ocular Images

no code implementations • 31 Mar 2021 • Fernando Alonso-Fernandez, Kevin Hernandez Diaz, Silvia Ramis, Francisco J. Perales, Josef Bigun

Also, the use of mobile devices has exploded, with the pandemic further accelerating the migration to digital services.

Face Recognition Gender Prediction