arXiv Analytics

Sign in

arXiv:2203.13346 [math.DG]AbstractReferencesReviewsResources

Shape analysis via gradient flows on diffeomorphism groups

Tracey Balehowsky, Carl-Joar Karlsson, Klas Modin

Published 2022-03-24Version 1

We study a gradient flow on Sobolev diffeomorphisms for the problem of image registration. The energy functional quantifies the effect of transforming a template to a target, while also penalizing deformation of the metric tensor. The main result is well-posedness of the flow. We also give a geometric description of the gradient in terms of the momentum map.

Related articles: Most relevant | Search more
arXiv:0906.4693 [math.DG] (Published 2009-06-25)
On the continuous cohomology of diffeomorphism groups
arXiv:1404.7033 [math.DG] (Published 2014-04-28, updated 2014-10-20)
An exotic zoo of diffeomorphism groups on $\mathbb R^n$
arXiv:1003.1707 [math.DG] (Published 2010-03-08)
The gradient flow of the $L^2$ curvature energy near the round sphere