Cross-view action recognition via view knowledge transfer

@article{Liu2011CrossviewAR,
  title={Cross-view action recognition via view knowledge transfer},
  author={Jingen Liu and Mubarak Shah and Benjamin Kuipers and Silvio Savarese},
  journal={CVPR 2011},
  year={2011},
  pages={3209-3216}
}
In this paper, we present a novel approach to recognizing human actions from different views by view knowledge transfer. An action is originally modelled as a bag of visual-words (BoVW), which is sensitive to view changes. We argue that, as opposed to visual words, there exist some higher level features which can be shared across views and enable the connection of action models for different views. To discover these features, we use a bipartite graph to model two view-dependent vocabularies… CONTINUE READING
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