Poly: Track Gplus

While still requiring grooming, these tracks often demand less intensive daily upkeep than dirt tracks to maintain a uniform racing lane. Applications in Horse Racing

We presented , a polynomial-time MOT framework with graph-positive Laplacian regularization. PTG+ balances efficiency and accuracy, especially in dense scenes. Future work includes extending to online learning of (\epsilon) and integration with transformer-based detectors. poly track gplus

Let ( \mathcalD_t = d_t^1,\dots,d_t^N_t ) be detections at frame (t). Define a graph ( \mathcalG = (\mathcalV, \mathcalE) ) where each node is a detection, and edges connect detections across consecutive frames (within a temporal window ( \tau )). While still requiring grooming, these tracks often demand

Many elite training facilities, such as the Pegasus Training Center, utilize Poly Track to provide a safe, forgiving environment for daily exercise. Future work includes extending to online learning of