Learning 3D action models from a few 2D videos for view invariant action recognition

@article{Natarajan2010Learning3A,
  title={Learning 3D action models from a few 2D videos for view invariant action recognition},
  author={Pradeep Natarajan and Vivek Kumar Singh and Ramakant Nevatia},
  journal={2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition},
  year={2010},
  pages={20006-2013}
}
Most existing approaches for learning action models work by extracting suitable low-level features and then training appropriate classifiers. Such approaches require large amounts of training data and do not generalize well to variations in viewpoint, scale and across datasets. Some work has been done recently to learn multi-view action models from Mocap data, but obtaining such data is time consuming and requires costly infrastructure. We present a method that addresses both these issues by… CONTINUE READING
Highly Cited
This paper has 46 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 27 extracted citations

References

Publications referenced by this paper.
Showing 1-10 of 22 references

Similar Papers

Loading similar papers…