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researcher

X. Pennec

34 papers hereh-index 6824.4k citations402 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author3
  • middle author8
  • last author22

Across the 33 of 34 papers where every author was matched, so the position is known.

fields
  • math.DG14
  • math.ST6
  • cs.CV5
  • stat.ME3
  • cs.LG2
  • cs.DC1

identity via Semantic Scholar / OpenAlex

activity
20062023
most citedGeomstats: A Python Package for Riemannian Geometry in Machine Learning

96 citations · 178 across the 27 of their papers we have counts for

collaborators
Showing 2021 · cs.CVShow all

2 papers · 2 filters

cs.CV2021

Geodesic squared exponential kernel for non-rigid shape registration

Florent Jousse, Xavier Pennec, Hervé Delingette +1

This work addresses the problem of non-rigid registration of 3D scans, which is at the core of shape modeling techniques. Firstly, we propose a new kernel based on geodesic distanc…

cs.CV2021

Cardiac Motion Modeling with Parallel Transport and Shape Splines

Nicolas Guigui, Pamela Moceri, Maxime Sermesant +1

In cases of pressure or volume overload, probing cardiac function may be difficult because of the interactions between shape and deformations.In this work, we use the LDDMM framewo…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.