TeamTrack: A Dataset for Multi-Sport Multi-Object Tracking in Full-pitch Videos

arXiv:2404.13868v1 Announce Type: new
Abstract: Multi-object tracking (MOT) is a critical and challenging task in computer vision, particularly in situations involving objects with similar appearances but diverse movements, as seen in team sports. Current methods, largely reliant on object detection and appearance, often fail to track targets in such complex scenarios accurately. This limitation is further exacerbated by the lack of comprehensive and diverse datasets covering the full view of sports pitches. Addressing these issues, we introduce TeamTrack, a pioneering …

arxiv cs.cv dataset object pitch sport tracking type videos