LiAM-SAM: Lifecycle-Aware Memory for Robust SAM2-Based MOT

Grégoire Francisco, Alessandro D'Amico, Samuele Costantini +2

Segmentation-based multi-object tracking (MOT) with foundation video models such as SAM2 offers strong localization quality, yet remains fragile in crowded, real-world scenes. In d…