most citedVariGrad: A Novel Feature Vector Architecture for Geometric Deep Learning on Unregistered Data

2 citations · 4 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CV2023★ 1 cited

Basis restricted elastic shape analysis on the space of unregistered surfaces

Emmanuel Hartman, Emery Pierson, Martin Bauer +2

This paper introduces a new mathematical and numerical framework for surface analysis derived from the general setting of elastic Riemannian metrics on shape spaces. Traditionally,…

cs.CV2023★ 2 cited

VariGrad: A Novel Feature Vector Architecture for Geometric Deep Learning on Unregistered Data

Emmanuel Hartman, Emery Pierson

We present a novel geometric deep learning layer that leverages the varifold gradient (VariGrad) to compute feature vector representations of 3D geometric data. These feature vecto…

cs.CV2022★ 1 cited

3D Shape Sequence of Human Comparison and Classification using Current and Varifolds

Emery Pierson, Mohamed Daoudi, Sylvain Arguillere

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 surfa…