Human body pose detection using Bayesian spatio-temporal templates

@article{Dimitrijevic2006HumanBP,
  title={Human body pose detection using Bayesian spatio-temporal templates},
  author={Miodrag Dimitrijevic and Vincent Lepetit and Pascal Fua},
  journal={Computer Vision and Image Understanding},
  year={2006},
  volume={104},
  pages={127-139}
}
We present a template-based approach to detecting human silhouettes in a specific walking pose. Our templates consist of short sequences of 2D silhouettes obtained from motion capture data. This lets us incorporate motion information into them and helps distinguish actual people who move in a predictable way from static objects whose outlines roughly resemble those of humans. Moreover, during the training phase we use statistical learning techniques to estimate and store the relevance of the… CONTINUE READING
BETA

Citations

Publications citing this paper.
SHOWING 1-10 OF 57 CITATIONS, ESTIMATED 23% COVERAGE

57 Citations

0510'09'12'15'18
Citations per Year
Semantic Scholar estimates that this publication has 57 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.
SHOWING 1-10 OF 24 REFERENCES

Similar Papers

Loading similar papers…