ML Anthology

Partial Matchings and Growth Mapped Evolutions in Shape Spaces

Irene Kaltenmark, Alain Trouvé
CVPRW 2016 pp. 990-998
doi:10.1109/CVPRW.2016.127 /cvprw/2016/kaltenmark2016cvprw-partial/

Abstract

The definition of shape spaces as homogeneous spaces under the action of a group of diffeomorphisms equipped with a right invariant metric has been successful in providing theoretically sound and numerically efficient tools for registering and comparing shapes in the context of computational anatomy and leading to the so called diffeomorphometry. However, when considering not only shapes but shape evolutions or growth modeling, what could be the equivalent shape evolution spaces if any and what can be the natural group actions? This paper proposes a principled framework in this direction on stratified shapes.

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Cite

Text

Kaltenmark and Trouvé. "Partial Matchings and Growth Mapped Evolutions in Shape Spaces." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2016. doi:10.1109/CVPRW.2016.127

Markdown

[Kaltenmark and Trouvé. "Partial Matchings and Growth Mapped Evolutions in Shape Spaces." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2016.](https://mlanthology.org/cvprw/2016/kaltenmark2016cvprw-partial/) doi:10.1109/CVPRW.2016.127

BibTeX

@inproceedings{kaltenmark2016cvprw-partial,
  title     = {{Partial Matchings and Growth Mapped Evolutions in Shape Spaces}},
  author    = {Kaltenmark, Irene and Trouvé, Alain},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
  year      = {2016},
  pages     = {990-998},
  doi       = {10.1109/CVPRW.2016.127},
  url       = {https://mlanthology.org/cvprw/2016/kaltenmark2016cvprw-partial/}
}