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 62 citations. REVIEW CITATIONS

From This Paper

Figures, tables, results, connections, and topics extracted from this paper.
33 Extracted Citations
21 Extracted References
Similar Papers

Citing Papers

Publications influenced by this paper.
Showing 1-10 of 33 extracted citations

62 Citations

051015'11'13'15'17
Citations per Year
Semantic Scholar estimates that this publication has 62 citations based on the available data.

See our FAQ for additional information.

Referenced Papers

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

Similar Papers

Loading similar papers…