In cooperation with the Vehicle Safety Institute (VSI) at Graz University of Technology, we develop camera-based observation systems to analyse road user behaviour. These technologies have been applied throughout several research projects, mostly focused on identifying potentially critical interactions, reducing hazards, improving protection systems, and deriving infrastructure guidelines to prevent critical scenarios.