Occlusion and Motion Reasoning for Long-Term Tracking

@inproceedings{Hua2014OcclusionAM,
  title={Occlusion and Motion Reasoning for Long-Term Tracking},
  author={Yang Hua and Karteek Alahari and Cordelia Schmid},
  booktitle={ECCV},
  year={2014}
}
Object tracking is a reoccurring problem in computer vision. Tracking-by-detection approaches, in particular Struck [20], have shown to be competitive in recent evaluations. However, such approaches fail in the presence of long-term occlusions as well as severe viewpoint changes of the object. In this paper we propose a principled way to combine occlusion and motion reasoning with a tracking-by-detection approach. Occlusion and motion reasoning is based on state-of-the-art long-term… CONTINUE READING
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