TDLP uses a link-prediction head to match tracks to detections, beating heuristic and metric-learning trackers on several MOT benchmarks while underperforming on MOT17.
Proceedings of the AAAI Conference on Artificial Intelligence38(7), 6702–6710 (Mar 2024)
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Learning Association via Track-Detection Matching for Multi-Object Tracking
TDLP uses a link-prediction head to match tracks to detections, beating heuristic and metric-learning trackers on several MOT benchmarks while underperforming on MOT17.