Forecasting People Trajectories and Head Poses by Jointly Reasoning on Tracklets and Vislets

Understand

In this work, we explore the correlation between people trajectories and their head orientations.

• We argue that people trajectory and head pose forecasting can be modelled as a joint problem.
• Recent approaches on trajectory forecasting leverage short-term trajectories (aka tracklets) of pedestrians to predict their future paths.
• In addition, sociological cues, such as expected destination or pedestrian interaction, are often combined with tracklets.