Online multi-person tracking via robust collaborative model

  title={Online multi-person tracking via robust collaborative model},
  author={Mohamed A. Naiel and M. Omair Ahmad and M. N. Shanmukha Swamy and Yi Wu and Ming-Hsuan Yang},
  journal={2014 IEEE International Conference on Image Processing (ICIP)},
The past decade has witnessed significant progress in object detection and tracking in videos. In this paper, we present a model for collaboration between a pre-trained object detector and multiple single object trackers in the particle filter tracking framework. For each frame, we construct an association between the trackers and the detections, and when a tracker is successfully associated to a detection, we treat this detection as the key-sample for this tracker. We present a dual motion… CONTINUE READING
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