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Stefan Sommer
Stefan Sommer
Verified email at di.ku.dk - Homepage
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Manifold valued statistics, exact principal geodesic analysis and the effect of linear approximations
S Sommer, F Lauze, S Hauberg, M Nielsen
Computer Vision–ECCV 2010: 11th European Conference on Computer Vision …, 2010
1302010
Riemannian geometric statistics in medical image analysis
X Pennec, S Sommer, T Fletcher
Academic Press, 2019
1152019
Sparse multi-scale diffeomorphic registration: the kernel bundle framework
S Sommer, F Lauze, M Nielsen, X Pennec
Journal of mathematical imaging and vision 46, 292-308, 2013
622013
A multi-scale kernel bundle for LDDMM: Towards sparse deformation description across space and scales
S Sommer, M Nielsen, F Lauze, X Pennec
Information Processing in Medical Imaging: 22nd International Conference …, 2011
572011
Optimization over geodesics for exact principal geodesic analysis
S Sommer, F Lauze, M Nielsen
Advances in Computational Mathematics 40, 283-313, 2014
562014
A longitudinal study of growth, sex steroids, and IGF-1 in boys with physiological gynecomastia
MG Mieritz, LL Rakêt, CP Hagen, JE Nielsen, MLM Talman, JH Petersen, ...
The Journal of Clinical Endocrinology & Metabolism 100 (10), 3752-3759, 2015
552015
Gaussian-like spatial priors for articulated tracking
S Hauberg, S Sommer, KS Pedersen
Computer Vision–ECCV 2010: 11th European Conference on Computer Vision …, 2010
402010
A nonlinear mixed-effects model for simultaneous smoothing and registration of functional data
LL Raket, S Sommer, B Markussen
Pattern Recognition Letters 38, 1-7, 2014
352014
Higher-order momentum distributions and locally affine LDDMM registration
S Sommer, M Nielsen, S Darkner, X Pennec
SIAM Journal on Imaging Sciences 6 (1), 341-367, 2013
352013
Anisotropic distributions on manifolds: Template estimation and most probable paths
S Sommer
Information Processing in Medical Imaging: 24th International Conference …, 2015
332015
Differential geometry and stochastic dynamics with deep learning numerics
L Kühnel, S Sommer, A Arnaudon
Applied Mathematics and Computation 356, 411-437, 2019
322019
A geometric framework for stochastic shape analysis
A Arnaudon, DD Holm, S Sommer
Foundations of Computational Mathematics 19, 653-701, 2019
322019
Horizontal dimensionality reduction and iterated frame bundle development
S Sommer
International Conference on Geometric Science of Information, 76-83, 2013
322013
Real-time thevenin impedance computation
S Sommer, H Jóhannsson
2013 IEEE PES Innovative Smart Grid Technologies Conference (ISGT), 1-6, 2013
322013
Latent space non-linear statistics
L Kuhnel, T Fletcher, S Joshi, S Sommer
arXiv preprint arXiv:1805.07632, 2018
302018
Bridge simulation and metric estimation on landmark manifolds
S Sommer, A Arnaudon, L Kuhnel, S Joshi
Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging …, 2017
302017
Kernel bundle diffeomorphic image registration using stationary velocity fields and wendland basis functions
A Pai, S Sommer, L Sørensen, S Darkner, J Sporring, M Nielsen
IEEE transactions on medical imaging 35 (6), 1369-1380, 2015
302015
Investigation of the adaptability of transient stability assessment methods to real-time operation
T Weckesser, H Jóhannsson, S Sommer, J Østergaard
2012 3rd IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), 1-9, 2012
262012
Modelling anisotropic covariance using stochastic development and sub-Riemannian frame bundle geometry
S Sommer, AM Svane
arXiv preprint arXiv:1512.08544, 2015
242015
Computational anatomy in Theano
L Kühnel, S Sommer
Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging …, 2017
232017
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