Multi-target tracking by continuous energy minimization

@article{Andriyenko2011MultitargetTB,
  title={Multi-target tracking by continuous energy minimization},
  author={Anton Andriyenko and Konrad Schindler},
  journal={CVPR 2011},
  year={2011},
  pages={1265-1272}
}
We propose to formulate multi-target tracking as minimization of a continuous energy function. Other than a number of recent approaches we focus on designing an energy function that represents the problem as faithfully as possible, rather than one that is amenable to elegant optimization. We then go on to construct a suitable optimization scheme to find strong local minima of the proposed energy. The scheme extends the conjugate gradient method with periodic trans-dimensional jumps. These moves… CONTINUE READING
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