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Stefan Sommer

45 papers hereh-index 221.3k citations107 works total

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

author position
  • sole author2
  • first author6
  • middle author6
  • last author30

Across the 44 of 45 papers where every author was matched, so the position is known.

fields
  • cs.CV15
  • math.PR5
  • math.ST5
  • stat.ME5
  • cs.CG3
  • cs.LG3
same name
  • Stefan Sommer — 7 papers, h 3
  • Stefan Sommer — 4 papers, h 2
  • Stefan Sommer — 3 papers, h 2
  • Stefan Sommer — 2 papers, h 1
  • Stefan Sommer — 2 papers, h 2
  • Stefan Sommer — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20102023
most citedA Geometric Framework for Stochastic Shape Analysis

33 citations · 116 across the 33 of their papers we have counts for

collaborators
Showing 2016Show all

3 papers · 1 filter

cs.CV2016★ 3 cited

A Stochastic Large Deformation Model for Computational Anatomy

Alexis Arnaudon, Darryl D. Holm, Akshay Pai +1

In the study of shapes of human organs using computational anatomy, variations are found to arise from inter-subject anatomical differences, disease-specific effects, and measureme…

math.DG2016★ 10 cited

Anisotropically Weighted and Nonholonomically Constrained Evolutions on Manifolds

Stefan Sommer

We present evolution equations for a family of paths that results from anisotropically weighting curve energies in non-linear statistics of manifold valued data. This situation ari…

cs.CV2016★ 2 cited

Most Likely Separation of Intensity and Warping Effects in Image Registration

Line Kühnel, Stefan Sommer, Akshay Pai +1

This paper introduces a class of mixed-effects models for joint modeling of spatially correlated intensity variation and warping variation in 2D images. Spatially correlated intens…

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