A Lie algebra representation for efficient 2D shape classification

X Yu, Y Gao, M Bennamoun, S Xiong - Pattern Recognition, 2023 - Elsevier
Riemannian manifold plays a vital role as a powerful mathematical tool in computer vision,
with important applications in curved shape analysis and classification. Significant progress …

Numerical inversion of SRNF maps for elastic shape analysis of genus-zero surfaces

H Laga, Q Xie, IH Jermyn… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Recent developments in elastic shape analysis (ESA) are motivated by the fact that it
provides a comprehensive framework for simultaneous registration, deformation, and …

Bare-esa: A riemannian framework for unregistered human body shapes

E Hartman, E Pierson, M Bauer… - Proceedings of the …, 2023 - openaccess.thecvf.com
Abstract We present Basis Restricted Elastic Shape Analysis (BaRe-ESA), a novel
Riemannian framework for human body scan representation, interpolation and …

Shape analysis of surfaces using general elastic metrics

Z Su, M Bauer, SC Preston, H Laga… - Journal of Mathematical …, 2020 - Springer
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 …

A numerical framework for elastic surface matching, comparison, and interpolation

M Bauer, N Charon, P Harms, HW Hsieh - International Journal of …, 2021 - Springer
Surface comparison and matching is a challenging problem in computer vision. While elastic
Riemannian metrics provide meaningful shape distances and point correspondences via the …

Shape spaces of nonlinear flags

I Ciuclea, AB Tumpach, C Vizman - International Conference on …, 2023 - Springer
The shape space considered in this article consists of surfaces embedded in, that are
decorated with curves. It is a special case of the Fréchet manifolds of nonlinear flags, ie …

3d shape sequence of human comparison and classification using current and varifolds

E Pierson, M Daoudi, S Arguillere - European Conference on Computer …, 2022 - Springer
In this paper we address the task of the comparison and the classification of 3D shape
sequences of human. The non-linear dynamics of the human motion and the changing of the …

A riemannian framework for analysis of human body surface

E Pierson, M Daoudi… - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
We propose a novel framework for comparing 3D human shapes under the change of shape
and pose. This problem is challenging since 3D human shapes vary significantly across …

Basis restricted elastic shape analysis on the space of unregistered surfaces

E Hartman, E Pierson, M Bauer, M Daoudi… - International Journal of …, 2024 - Springer
This paper introduces a new framework for surface analysis derived from the general setting
of elastic Riemannian metrics on shape spaces. Traditionally, those metrics are defined over …

Intrinsic riemannian metrics on spaces of curves: Theory and computation

M Bauer, N Charon, E Klassen, A Le Brigant - Handbook of Mathematical …, 2021 - Springer
This chapter reviews some past and recent developments in shape comparison and
analysis of curves based on the computation of intrinsic Riemannian metrics on the space of …