Multi-view latent variable discriminative models for action recognition

@article{Song2012MultiviewLV,
  title={Multi-view latent variable discriminative models for action recognition},
  author={Yale Song and Louis-Philippe Morency and Randall Davis},
  journal={2012 IEEE Conference on Computer Vision and Pattern Recognition},
  year={2012},
  pages={2120-2127}
}
Many human action recognition tasks involve data that can be factorized into multiple views such as body postures and hand shapes. These views often interact with each other over time, providing important cues to understanding the action. We present multi-view latent variable discriminative models that jointly learn both view-shared and view-specific sub-structures to capture the interaction between views. Knowledge about the underlying structure of the data is formulated as a multi-chain… CONTINUE READING
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