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UGO: Unified Architecture for General Multi-Object Tracking by Segmentation

Pelhan, Jer et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
General multi-object tracking (GMOT) tracks all instances of a user-specified category from a single first-frame exemplar. Prior work relies on bounding boxes and surrogate training, and struggles with non-rigid objects, crowded scenes, and distractors. We introduce UGO, a unified GMOT tracker that
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