Multiple frame motion inference using belief propagation

@article{Gao2004MultipleFM,
  title={Multiple frame motion inference using belief propagation},
  author={Jiang Gao and Jianbo Shi},
  journal={Sixth IEEE International Conference on Automatic Face and Gesture Recognition, 2004. Proceedings.},
  year={2004},
  pages={875-880}
}
We present an algorithm for automatic inference of human upper body motion. A graph model is proposed for inferring human motion, and motion inference is posed as a mapping problem between state nodes in the graph model and features in image patches. Belief propagation is utilized for Bayesian inference in this graph. A multiple-frame inference model… CONTINUE READING