Author

Stefan Sommer

Observed names: S. Sommer, Sommer, S. H., Sommer, Stefan, Sommer, Stefan Horst, Sommer, Stefan Horst; id_orcid 0000-0001-6784-0328, Sommer, Stephan, Stefan H. Sommer, Stefan Horst Sommer

Institutions: University of Copenhagen, IT University of Copenhagen

Observed institutions: University of Copenhagen, Institut national de recherche en sciences et technologies du numérique, Northern Arizona University, University of Utah, Group Image (Poland), University of Virginia, Chalmers University of Technology, IT University of Copenhagen, Aalborg University, Technical University of Denmark

ORCID: 0000-0001-6784-0328

Observed ORCID: 0000-0001-6784-0328

OpenAlex ID: A5103194945

Riemannian Geometric Statistics in Medical Image Analysis

2019 · Pennec, Xavier, Sommer, Stephan, et al. · Elsevier eBooks · 80

Manifold Valued Statistics, Exact Principal Geodesic Analysis and the Effect of Linear Approximations

2010 · Stefan Sommer, François Lauze, et al. · Lecture notes in computer science · 80

A Longitudinal Study of Growth, Sex Steroids, and IGF-1 in Boys With Physiological Gynecomastia

2015 · Mikkel G. Mieritz, Lars L. Rakêt, et al. · The Journal of Clinical Endocrinology & Metabolism · 63

Sparse Multi-Scale Diffeomorphic Registration: The Kernel Bundle Framework

2012 · Stefan Sommer, François Lauze, et al. · Journal of Mathematical Imaging and Vision · 43

Optimization over geodesics for exact principal geodesic analysis

2013 · S. Sommer, F. Lauze, et al. · Advances in Computational Mathematics · 42

A Multi-scale Kernel Bundle for LDDMM: Towards Sparse Deformation Description across Space and Scales

2011 · Stefan Sommer, Mads Nielsen, et al. · Lecture notes in computer science · 38

A Geometric Framework for Stochastic Shape Analysis

2018 · Alexis Arnaudon, Darryl D. Holm, et al. · Foundations of Computational Mathematics · 31

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Gaussian-Like Spatial Priors for Articulated Tracking

2010 · Søren Hauberg, Stefan Sommer, et al. · Lecture notes in computer science · 30

Kernel Bundle Diffeomorphic Image Registration Using Stationary Velocity Fields and Wendland Basis Functions

2015 · Akshay Pai, Stefan Sommer, et al. · IEEE Transactions on Medical Imaging · 27

A nonlinear mixed-effects model for simultaneous smoothing and registration of functional data

2013 · Lars Lau Rakêt, Stefan Sommer, et al. · Pattern Recognition Letters · 26

Anisotropic Distributions on Manifolds: Template Estimation and Most Probable Paths

2015 · Stefan Sommer · Lecture notes in computer science · 25

Real-time thevenin impedance computation

2013 · S. Sommer, H. Johannsson · IEEE PES Innovative Smart Grid Technologies Conference (ISGT) · 25

Bridge Simulation and Metric Estimation on Landmark Manifolds

2017 · Stefan Sommer, Alexis Arnaudon, et al. · Lecture notes in computer science · 24

Computational Anatomy in Theano

2017 · Line Kühnel, Stefan Sommer · Lecture notes in computer science · 23

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Horizontal Dimensionality Reduction and Iterated Frame Bundle Development

2013 · Stefan Sommer · Lecture notes in computer science · 23

Latent Space Non-Linear Statistics

2018 · Kuhnel, Line, Fletcher, Tom, et al. · arXiv (Cornell University) · 20

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Natural metrics and least-committed priors for articulated tracking

2011 · Søren Hauberg, Stefan Sommer, et al. · Image and Vision Computing · 19

Investigation of the adaptability of transient stability assessment methods to real-time operation

2012 · Tilman Weckesser, Hjortur Johannsson, et al. · IEEE PES Innovative Smart Grid Technologies Europe · 18

A Stochastic Large Deformation Model for Computational Anatomy

2017 · Alexis Arnaudon, Darryl D. Holm, et al. · Lecture notes in computer science · 16

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Introduction to differential and Riemannian geometry

2019 · Stefan Sommer, Tom Fletcher, et al. · Elsevier eBooks · 13

Kernel Bundle EPDiff: Evolution Equations for Multi-scale Diffeomorphic Image Registration

2012 · Stefan Sommer, François Lauze, et al. · Lecture notes in computer science · 13

Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics

2017 · Cardoso, Jorge, M., Arbel, Tal, et al. · Lecture notes in computer science · 11

Bicycle chain shape models

2009 · Stefan Sommer, Aditya Tatu, et al. · 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops · 11

Diffusion Bridges for Stochastic Hamiltonian Systems and Shape Evolutions

2022 · Alexis Arnaudon, Frank van der Meulen, et al. · SIAM Journal on Imaging Sciences · 9

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Anisotropically Weighted and Nonholonomically Constrained Evolutions on Manifolds

2016 · Stefan Sommer · Entropy · 9

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Works count: 147

Citation count: 930

H-index: 18

I10-index: 24