Modulation-domain particle filter for template tracking

@article{Prakash2008ModulationdomainPF,
  title={Modulation-domain particle filter for template tracking},
  author={R. Senthil Prakash and Rangarajan Aravind},
  journal={2008 19th International Conference on Pattern Recognition},
  year={2008},
  pages={1-4}
}
Particle filters provide a robust framework for nonlinear and non-Gaussian estimation problems. In this paper, we present a method to incorporate dominant modulation-domain (amplitude modulation-frequency modulation) features into particle filter based template tracking. The dominant AM-FM features capture the local texture structure of an image. Tracking is performed based on correlations of these AM-FM features. We propose an adaptive method that weights these correlations based on the… CONTINUE READING

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Am-fm image models: Fundamental techniques and emerging trends

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