Fragments based tracking with adaptive cue integration

@article{Erdem2012FragmentsBT,
  title={Fragments based tracking with adaptive cue integration},
  author={Erkut Erdem and S{\'e}verine Dubuisson and Isabelle Bloch},
  journal={Computer Vision and Image Understanding},
  year={2012},
  volume={116},
  pages={827-841}
}
In this paper, we address the issue of part-based tracking by proposing a new fragments-based tracker. The proposed tracker enhances the recently suggested FragTrack algorithm to employ an adaptive cue integration scheme. This is done by embedding the original tracker into a particle filter framework, associating a reliability value to each fragment that describes a different part of the target object and dynamically adjusting these reliabilities at each frame with respect to the current… CONTINUE READING
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