Shape Analysis of Surfaces Using General Elastic Metrics
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Abstract (arXiv)
In this article we introduce a family of elastic metrics on the space of parametrized surfaces in 3D space using a corresponding family of metrics on the space of vector valued one-forms. We provide a numerical framework for the computation of geodesics with respect to these metrics. The family of metrics is invariant under rigid motions and reparametrizations; hence it induces a metric on the "shape space" of surfaces. This new class of metrics generalizes a previously studied family of elastic metrics and includes in particular the Square Root Normal Function (SRNF) metric, which has been proven successful in various applications. We demonstrate our framework by showing several examples of geodesics and compare our results with earlier results obtained from the SRNF framework.
Key facts. Cited by 8 papers in the map (data through 14 Oct 2026). First posted on arXiv 4 Oct 2019.
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Citing papers per year: 2021: 1; 2022: 2; 2023: 3; 2024: 1; 2025: 1.
8 papers.
- 2022Elastic shape analysis of surfaces with second-order Sobolev metrics: a comprehensive numerical frameworkcited by 19
- 2021A Riemannian Framework for Analysis of Human Body Surfacecited by 8
- 2023Basis restricted elastic shape analysis on the space of unregistered surfacescited by 5
- 2022Deep neural networks on diffeomorphism groups for optimal shape reparameterizationcited by 2
- 2023Shape-Graph Matching Network (SGM-net): Registration for Statistical Shape Analysiscited by 2
- 2023A function space perspective on stochastic shape evolutioncited by 1
- 2024Gaussian Differentially Private Human Faces Under a Face Radial Curve Representationcited by 0
- 2025Investigating Image Manifolds of 3D Objects: Learning, Shape Analysis, and Comparisonscited by 0
- 2025Investigating Image Manifolds of 3D Objects: Learning, Shape Analysis, and Comparisons9 Mar 2025
- 2024Gaussian Differentially Private Human Faces Under a Face Radial Curve Representation10 Sep 2024
- 2023Basis restricted elastic shape analysis on the space of unregistered surfaces7 Nov 2023
- 2023Shape-Graph Matching Network (SGM-net): Registration for Statistical Shape Analysis14 Aug 2023
- 2023A function space perspective on stochastic shape evolution10 Feb 2023
- 2022Deep neural networks on diffeomorphism groups for optimal shape reparameterization22 Jul 2022
- 2022Elastic shape analysis of surfaces with second-order Sobolev metrics: a comprehensive numerical framework8 Apr 2022
- 2021A Riemannian Framework for Analysis of Human Body Surface25 Aug 2021