CANMOT: Class-Aware Noise Modeling for Multi-Object Tracking in Autonomous Driving

Timo Osterburg, Stefan Schütte, Torsten Bertram

Kalman filter (KF)-based multi-object tracking (MOT) remains a strong baseline for autonomous driving due to its strong performance, computational efficiency and interpretability.…