Multiple object tracking using flow linear programming

@article{Berclaz2009MultipleOT,
  title={Multiple object tracking using flow linear programming},
  author={J{\'e}r{\^o}me Berclaz and François Fleuret and Pascal Fua},
  journal={2009 Twelfth IEEE International Workshop on Performance Evaluation of Tracking and Surveillance},
  year={2009},
  pages={1-8}
}
Multi-object tracking can be achieved by detecting objects in individual frames and then linking detections across frames. Such an approach can be made very robust to the occasional detection failure: if an object is not detected in a frame but is in previous and following ones, a correct trajectory will nevertheless be produced. By contrast, a false-positive detection in a few frames will be ignored. However, when dealing with a multiple target problem, the linking step results in a difficult… CONTINUE READING
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