Representing cyclic human motion using functional analysis

@article{Ormoneit2005RepresentingCH,
  title={Representing cyclic human motion using functional analysis},
  author={Dirk Ormoneit and Michael J. Black and Trevor J. Hastie and Hedvig Kjellstr{\"o}m},
  journal={Image Vision Comput.},
  year={2005},
  volume={23},
  pages={1264-1276}
}
We present a robust automatic method for modeling cyclic 3D human motion such as walking using motion-capture data. The pose of the body is represented by a time-series of joint angles which are automatically segmented into a sequence of motion cycles. The mean and the principal components of these cycles are computed using a new algorithm that enforces smooth transitions between the cycles by operating in the Fourier domain. Key to this method is its ability to automatically deal with noise… CONTINUE READING
Highly Cited
This paper has 97 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 42 extracted citations

98 Citations

01020'08'11'14'17
Citations per Year
Semantic Scholar estimates that this publication has 98 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.
Showing 1-10 of 70 references

Fua . 3 D human body tracking using deterministic motion models

  • P.
  • European Conf . on Computer Vision
  • 2004

Similar Papers

Loading similar papers…