The Role of Manifold Learning in Human Motion Analysis

@inproceedings{Elgammal2006TheRO,
  title={The Role of Manifold Learning in Human Motion Analysis},
  author={Ahmed M. Elgammal and Chan-Su Lee},
  booktitle={Human Motion},
  year={2006}
}
Human body is an articulated object with high degrees of freedom. Despite the high dimensionality of the configuration space, many human motion activities lie intrinsically on low dimensional manifolds. Although the intrinsic body configuration manifolds might be very low in dimensionality, the resulting appearance manifolds are challenging to model given various aspects that affects the appearance such as the shape and appearance of the person performing the motion, or variation in the view… CONTINUE READING
BETA

Citations

Publications citing this paper.
SHOWING 1-10 OF 18 CITATIONS

References

Publications referenced by this paper.
SHOWING 1-10 OF 89 REFERENCES

Similar Papers

Loading similar papers…