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Action Recognition in Intelligent Environments using Point Cloud Features Extracted from Silhouette Sequences (bibtex)
@INPROCEEDINGS{rusu_action_2008,
  author = {Rusu, Radu Bogdan and Bandouch, Jan and Marton, Zoltan Csaba and
	Blodow, Nico and Beetz, Michael},
  title = {Action Recognition in Intelligent Environments using Point Cloud
	Features Extracted from Silhouette Sequences},
  booktitle = {{IEEE} 17th International Symposium on Robot and Human Interactive
	Communication ({RO-MAN)}, Muenchen, Germany},
  year = {2008},
  abstract = {In this paper we present our work on human action recognition in intelligent
	environments. We classify actions by looking at a time-sequence of
	silhouettes extracted from various camera images. By treating time
	as the third spatial dimension we generate so-called space-time shapes
	that contain rich information about the actions. We propose a novel
	approach for recognizing actions, by representing the shapes as {3D}
	point clouds and estimating feature histograms for them. Preliminary
	results show that our method robustly derives different classes of
	actions, even in the presence of large variability in the data, coming
	from different persons at different time intervals.}
}
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Last edited 29.01.2013 17:37 by Quirin Lohr