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Author

Marta Lagomarsino

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#artificial intelligence Preprint Oct 2026

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...

Olivia Nocentini, Marta Lagomarsino, Gokhan Solak et al. · 0 citations

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