Action Recognition in Video by Covariance Matching of Silhouette Tunnels

@article{Guo2009ActionRI,
  title={Action Recognition in Video by Covariance Matching of Silhouette Tunnels},
  author={Kai Guo and Prakash Ishwar and Janusz Konrad},
  journal={2009 XXII Brazilian Symposium on Computer Graphics and Image Processing},
  year={2009},
  pages={299-306}
}
Action recognition is a challenging problem in video analytics due to event complexity, variations in imaging conditions, and intra- and inter-individual action-variability. Central to these challenges is the way one models actions in video, i.e., action representation. In this paper, an action is viewed as a temporal sequence of local shape-deformations of centroid-centered object silhouettes, i.e., the shape of the centroid-centered object silhouette tunnel. Each action is represented by the… CONTINUE READING
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