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A system for marker-less human motion estimation

B. Rosenhahn, U. Kersting, D. Smith, J. Gurney, Thomas Brox, R. Klette
Pattern Recognition (Proc. DAGM), Springer, LNCS, Vol.3663: 109-116, Aug. 2005
Abstract: In this contribution we present a silhouette based human motion estimation system. The system components contain silhouette extraction based on level sets, a correspondence module, which relates image data to model data and a pose estimation module. Experiments are done in a four camera setup and we estimate the model components with 21 degrees of freedom in two frames per second. Finally, we perform a comparison of the motion estimation system with a marker based tracking system to perform a quantitative error analysis. The results show the applicability of the system for marker-less sports movement analysis.


Other associated files : rosenhahn_dagm05.pdf [1MB]  

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BibTex reference

@InProceedings{Bro05b,
  author       = "B. Rosenhahn and U. Kersting and D. Smith and J. Gurney and T. Brox and R. Klette",
  title        = "A system for marker-less human motion estimation",
  booktitle    = "Pattern Recognition (Proc. DAGM)",
  series       = "Lecture Notes in Computer Science",
  volume       = "3663",
  pages        = "109-116",
  month        = "Aug.",
  year         = "2005",
  publisher    = "Springer",
  url          = "http://lmb.informatik.uni-freiburg.de/Publications/2005/Bro05b"
}

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