67 citations · 223 across the 31 of their papers we have counts for
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cs.LG2021
Review of Pedestrian Trajectory Prediction Methods: Comparing Deep Learning and Knowledge-based Approaches
Raphael Korbmacher, Antoine Tordeux
In crowd scenarios, predicting trajectories of pedestrians is a complex and challenging task depending on many external factors. The topology of the scene and the interactions betw…
nlin.AO2021
Heterogeneity-induced lane and band formation in self-driven particle systems
Basma Khelfa, Raphael Korbmacher, Andreas Schadschneider +1
The collective motion of interacting self-driven particles describes many types of coordinated dynamics and self-organisation. Prominent examples are alignment or lane formation wh…