Figure 1

Vehicle trajectory extraction pipeline. The proposed vehicle trajectory extraction pipeline starts at video material. Using an object detection model, raw annotations are generated. These raw annotations are filtered based on region of interest and size, transformed to Cartesian coordinates, and clustered. The filtered annotations are then matched to vehicle trajectories. Finally, the vehicle trajectories are filtered with an Extended Kalman Filter to derive the final vehicle trajectories.