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MotionTrack: Learning Robust Short-Term and Long-Term Motions for Multi-Object Tracking

MotionTrack: Learning Robust Short-Term and Long-Term Motions for Multi-Object Tracking

The main challenge of Multi-Object Tracking (MOT) lies in maintaining a continuous trajectory for each target. Existing methods often learn reliable motion patterns to match the same target between adjacent frames and discriminative appearance features to re-identify the lost targets after a long period. However, the reliability of motion prediction …