Faces of Fairness: Examining Bias in Facial Expression Recognition Datasets and Models

Mohammad Mehdi Hosseini, Ali Pourramezan Fard, Mohammad H. Mahoor

Automated Facial Expression Recognition (FER), involves two critical aspects: data and model design. Both significantly influence bias and fairness in FER tasks. However, issues re…