A discriminative key pose sequence model for recognizing human interactions

@article{Vahdat2011ADK,
  title={A discriminative key pose sequence model for recognizing human interactions},
  author={Arash Vahdat and Bo Gao and Mani Ranjbar and Greg Mori},
  journal={2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops)},
  year={2011},
  pages={1729-1736}
}
In this paper we develop a model for recognizing human interactions - activity recognition with multiple actors. An activity is modeled with a sequence of key poses, important atomic-level actions performed by the actors. Spatial arrangements between the actors are included in the model, as is a strict temporal ordering of the key poses. An exemplar representation is used to model the variability in the instantiation of key poses. Quantitative results that form a new state-of-the-art on the… CONTINUE READING
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