Driving Head and gaze data Trained eye patterns are essential for safe driving. Whether for exploration of the surrounding traffic or to make sure that a lane is clear through a shoulder check - quick and effective perception is the key to driving... Driver Intention Anticipation with Monitoring Numerous car accidents are caused by improper driving maneuvers. Serious injuries are however avoidable, if such driving maneuvers are detected beforehand and the driver is assisted accordingly. Driver-Activity Recognition This paper presents a novel approach to automated recognition of the driver’s activity, which is a crucial factor for determining the take-over readiness in conditionally autonomous driving scenarios. Driving with Homonymous Visual Field Defects Aim of this pilot study was to assess the driving performance and its relationship to the visual search behavior, i.e., eye and head movements, of patients with homonymous visual field defects (HVFDs) in comparison to healthy-sighted subjects during... Driving with Glaucoma The aim of this pilot study was to assess the driving performance and the visual search behavior, that is, eye and head movements, of patients with glaucoma in comparison to healthy-sighted subjects during a simulated driving test. Adaptive eye movement classification Algorithms for eye movement classification are separated into threshold-based and probabilistic methods.