3 papers
cs.LG2025
GraphAU-Pain: Graph-based Action Unit Representation for Pain Intensity Estimation
Zhiyu Wang, Yang Liu, Hatice Gunes
Understanding pain-related facial behaviors is essential for digital healthcare in terms of effective monitoring, assisted diagnostics, and treatment planning, particularly for pat…
cs.CV2025
Gender Fairness of Machine Learning Algorithms for Pain Detection
Dylan Green, Yuting Shang, Jiaee Cheong +2
Automated pain detection through machine learning (ML) and deep learning (DL) algorithms holds significant potential in healthcare, particularly for patients unable to self-report…
cs.CV2025
FG 2025 TrustFAA: the First Workshop on Towards Trustworthy Facial Affect Analysis: Advancing Insights of Fairness, Explainability, and Safety (TrustFAA)
Jiaee Cheong, Yang Liu, Harold Soh +1
With the increasing prevalence and deployment of Emotion AI-powered facial affect analysis (FAA) tools, concerns about the trustworthiness of these systems have become more promine…