Forward-Backward Error: Automatic Detection of Tracking Failures

@article{Kalal2010ForwardBackwardEA,
  title={Forward-Backward Error: Automatic Detection of Tracking Failures},
  author={Zdenek Kalal and Krystian Mikolajczyk and Jiri Matas},
  journal={2010 20th International Conference on Pattern Recognition},
  year={2010},
  pages={2756-2759}
}
This paper proposes a novel method for tracking failure detection. The detection is based on the Forward-Backward error, i.e. the tracking is performed forward and backward in time and the discrepancies between these two trajectories are measured. We demonstrate that the proposed error enables reliable detection of tracking failures and selection of reliable trajectories in video sequences. We demonstrate that the approach is complementary to commonly used normalized cross-correlation (NCC… CONTINUE READING
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