Visual Tracking Using High-Order Particle Filtering

@article{Pan2011VisualTU,
  title={Visual Tracking Using High-Order Particle Filtering},
  author={Pan Pan and Dan Schonfeld},
  journal={IEEE Signal Processing Letters},
  year={2011},
  volume={18},
  pages={51-54}
}
In this letter, we extend the first-order Markov chain model commonly used in visual tracking and present a novel framework of visual tracking using high-order Monte Carlo Markov chain. By using graphical models to obtain conditional independence properties, we derive a general expression for the posterior density function of an m th-order hidden Markov… CONTINUE READING