Learning shape prior models for object matching

@article{Jiang2009LearningSP,
  title={Learning shape prior models for object matching},
  author={Tingting Jiang and Fr{\'e}d{\'e}ric Jurie and Cordelia Schmid},
  journal={2009 IEEE Conference on Computer Vision and Pattern Recognition},
  year={2009},
  pages={848-855}
}
The aim of this work is to learn a shape prior model for an object class and to improve shape matching with the learned shape prior. Given images of example instances, we can learn a mean shape of the object class as well as the variations of non-affine and affine transformations separately based on the thin plate spline (TPS) parameterization. Unlike previous methods, for learning, we represent shapes by vector fields instead of features which makes our learning approach general. During shape… CONTINUE READING
Highly Cited
This paper has 56 citations. REVIEW CITATIONS
32 Citations
21 References
Similar Papers

Citations

Publications citing this paper.
Showing 1-10 of 32 extracted citations

56 Citations

051015'11'13'15'17
Citations per Year
Semantic Scholar estimates that this publication has 56 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.
Showing 1-10 of 21 references

Similar Papers

Loading similar papers…