3 papers
cs.CV2026
GenTrack3: Hybrid Stochastic-Deterministic Online Multi-Object Tracking with Cluster-Aware Association
Toan Van Nguyen, Rasmus G. K. Christiansen, Dirk Kraft +1
Multi-object tracking (MOT) involves maintaining consistent target identities as objects dynamically enter and leave a scene. Deterministic approaches, such as tracking-by-detectio…
cs.CV2026
GenTrack: A New Generation of Multi-Object Tracking
Toan Van Nguyen, Rasmus G. K. Christiansen, Dirk Kraft +1
This paper introduces a novel multi-object tracking (MOT) method, dubbed GenTrack, whose main contributions include: first-a hybrid tracking approach employing both stochastic and…
cs.CV2026
GenTrack2: An Improved Hybrid Approach for Multi-Object Tracking
Toan Van Nguyen, Rasmus G. K. Christiansen, Dirk Kraft +1
This paper proposes a visual multi-object tracking method that jointly employs stochastic and deterministic mechanisms to ensure identifier consistency for unknown and time-varying…