Graph-Based Recognition of Simulated Train-Driver States From Facial and Upper-Body Keypoints
Driver fatigue poses a significant challenge to railway safety, with traditional systems like the dead-man switch offering limited and basic alertness checks. This study presents a vision-based monitoring system that relies solely on a single front-facing RGB camera and a graph neural network to classify simulated trai...