Dynamic multi-cue tracking with detection responses association

@inproceedings{Jia2010DynamicMT,
  title={Dynamic multi-cue tracking with detection responses association},
  author={Guochen Jia and Yonghong Tian and Yaowei Wang and Tiejun Huang and Min Wang},
  booktitle={ACM Multimedia},
  year={2010}
}
Multi-cue integration has proved successful at increasing the robustness of tracking algorithms and overcoming the failure cases of individual cue. But considering dynamic appearance of objects or clutter background, the integration based on constant weights may weaken the performance of this scheme. In this paper, we propose a dynamic weights update mechanism for multiple cues tracking with detection responses as supervision. We integrate multiple cues based on the observation hypotheses… CONTINUE READING

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