Tracking by Detection and Query: An Efficient End-to-End Framework for Multi-Object Tracking
TBDQ-Net advances multi-object tracking by merging tracking-by-detection and tracking-by-query methods. It uses a frozen detector and a lightweight associator to efficiently link detection queries (new objects) with track queries (existing objects). This results in better accuracy than existing TBD methods while significantly reducing model size.