Shape analysis on Lie groups with applications in computer animation

E Celledoni, M Eslitzbichler, A Schmeding - arxiv preprint arxiv …, 2015 - arxiv.org
Shape analysis methods have in the past few years become very popular, both for
theoretical exploration as well as from an application point of view. Originally developed for …

A relaxed approach for curve matching with elastic metrics

M Bauer, M Bruveris, N Charon… - … and Calculus of …, 2019 - esaim-cocv.org
In this paper, we study a class of Riemannian metrics on the space of unparametrized
curves and develop a method to compute geodesics with given boundary conditions. It …

A numerical framework for Sobolev metrics on the space of curves

M Bauer, M Bruveris, P Harms… - SIAM Journal on Imaging …, 2017 - SIAM
Statistical shape analysis can be done in a Riemannian framework by endowing the set of
shapes with a Riemannian metric. Sobolev metrics of order two and higher on shape spaces …

Analysis of shape data: From landmarks to elastic curves

K Bharath, S Kurtek - Wiley Interdisciplinary Reviews …, 2020 - Wiley Online Library
Proliferation of high‐resolution imaging data in recent years has led to substantial
improvements in the two popular approaches for analyzing shapes of data objects based on …

Automatic detection and uncertainty quantification of landmarks on elastic curves

J Strait, O Chkrebtii, S Kurtek - Journal of the American Statistical …, 2019 - Taylor & Francis
A population quantity of interest in statistical shape analysis is the location of landmarks,
which are points that aid in reconstructing and representing shapes of objects. We provide …

Statistical inference on the Hilbert sphere with application to random densities

X Dai - Electronic Journal of Statistics, 2022 - projecteuclid.org
The infinite-dimensional Hilbert sphere S∞ has been widely employed to model density
functions and shapes, extending the finite-dimensional counterpart. We consider the Fréchet …

About simple variational splines from the Hamiltonian viewpoint

P Balseiro, A Cabrera, TJ Stuchi, J Koiller - arxiv preprint arxiv …, 2017 - arxiv.org
In this paper, we study simple splines on a Riemannian manifold $ Q $ from the point of view
of the Pontryagin maximum principle (PMP) in optimal control theory. The control problem …

[HTML][HTML] Comparing curves in homogeneous spaces

Z Su, E Klassen, M Bauer - Differential Geometry and its Applications, 2018 - Elsevier
Of concern is the study of the space of curves in homogeneous spaces. Motivated by
applications in shape analysis we identify two curves if they only differ by their …

Signatures in shape analysis: an efficient approach to motion identification

E Celledoni, PE Lystad, N Tapia - … , GSI 2019, Toulouse, France, August 27 …, 2019 - Springer
Signatures in Shape Analysis: An Efficient Approach to Motion Identification | SpringerLink
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Distribution on warp maps for alignment of open and closed curves

K Bharath, S Kurtek - Journal of the American Statistical Association, 2020 - Taylor & Francis
Alignment of curve data is an integral part of their statistical analysis, and can be achieved
using model-or optimization-based approaches. The parameter space is usually the set of …