Abstract: Highlights•We implemented a fully motion information-based pipeline for the NMOT challenge.•Solve long-term occlusion problems through guiding modulation between objects.•Confidence, height and corner information are used to reconstruct the tracker.•Reduce tracking errors through long and short-term tracklets fusion.
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