Parametric HMMs for movement recognition and synthesis

@article{Herzog2008ParametricHF,
  title={Parametric HMMs for movement recognition and synthesis},
  author={Dennis Herzog and V. Kuger},
  journal={New Trends in Audio and Video / Signal Processing Algorithms, Architectures, Arrangements, and Applications SPA 2008},
  year={2008},
  pages={9-14}
}
A common problem in human movement recognition is the recognition of movements of a particular type (semantic). E.g., grasping movements have a particular semantic (grasping) but the actual movements usually have very different appearances due to, e.g., different grasping directions. In this paper, we develop an exemplar-based parametric hidden Markov model… CONTINUE READING