Decorrelation of vector fields with speed of varifolds

Rayane Mouhli (U Paris Cité)

Feb 04. 2025, 10:05 — 10:30

To perform a registration task, various types of diffeomorphic deformations can be combined to leverage their intrinsic properties (e.g., scales, linearity) or to incorporate prior knowledge (e.g., modules). To have a better interpretability of the model and to prevent the overlapping of the two types of deformations, their action on a shape have to be as "orthogonal" as possible. We introduce a quantification of the correlation between two deformations as the difference of the speeds of a varifold associated to a shape in the direction of both vector fields representing the two deformations.

Further Information
Venue:
ESI Boltzmann Lecture Hall
Recordings:
Recording
Associated Event:
Infinite-dimensional Geometry: Theory and Applications (Thematic Programme)
Organizer(s):
Tomasz Goliński (U of Białystok)
Gabriel Larotonda (U of Buenos Aires)
Alice Barbara Tumpach (WPI, Vienna)
Cornelia Vizman (WU of Timisoara)