Multiple view human articulated tracking using charting and particle swarm optimisation

@inproceedings{John2010MultipleVH,
  title={Multiple view human articulated tracking using charting and particle swarm optimisation},
  author={Vijay John and Emanuele Trucco},
  booktitle={3DVP '10},
  year={2010}
}
We present a framework for markerless articulated human motion tracking in multi-view sequences. We learn motion models of common actions in a low-dimensional latent space using charting, a nonlinear dimensionality reduction took which estimates automatically the dimension of the latent space and keeps similar poses close together in it. Additionally charting obtains the inverse mapping from the low dimensional latent space to the high-dimensional joint angle space. The tracking is formulated… CONTINUE READING
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