| 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 | 135 | 2010 |
| Riemannian geometric statistics in medical image analysis X Pennec, S Sommer, T Fletcher Academic Press, 2019 | 128 | 2019 |
| 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 | 65 | 2015 |
| 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 | 62 | 2013 |
| Optimization over geodesics for exact principal geodesic analysis S Sommer, F Lauze, M Nielsen Advances in Computational Mathematics 40, 283-313, 2014 | 60 | 2014 |
| 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 | 58 | 2011 |
| Gaussian-like spatial priors for articulated tracking S Hauberg, S Sommer, KS Pedersen Computer Vision–ECCV 2010: 11th European Conference on Computer Vision …, 2010 | 41 | 2010 |
| 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 | 38 | 2014 |
| 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 | 36 | 2013 |
| Differential geometry and stochastic dynamics with deep learning numerics L Kühnel, S Sommer, A Arnaudon Applied Mathematics and Computation 356, 411-437, 2019 | 34 | 2019 |
| A geometric framework for stochastic shape analysis A Arnaudon, DD Holm, S Sommer Foundations of Computational Mathematics 19, 653-701, 2019 | 34 | 2019 |
| Anisotropic distributions on manifolds: Template estimation and most probable paths S Sommer Information Processing in Medical Imaging: 24th International Conference …, 2015 | 33 | 2015 |
| Horizontal dimensionality reduction and iterated frame bundle development S Sommer International Conference on Geometric Science of Information, 76-83, 2013 | 33 | 2013 |
| Real-time thevenin impedance computation S Sommer, H Jóhannsson 2013 IEEE PES Innovative Smart Grid Technologies Conference (ISGT), 1-6, 2013 | 33 | 2013 |
| 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 | 32 | 2017 |
| 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 | 32 | 2015 |
| Latent space non-linear statistics L Kuhnel, T Fletcher, S Joshi, S Sommer arXiv preprint arXiv:1805.07632, 2018 | 31 | 2018 |
| 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 | 26 | 2012 |
| Computational anatomy in Theano L Kühnel, S Sommer Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging …, 2017 | 25 | 2017 |
| Modelling anisotropic covariance using stochastic development and sub-Riemannian frame bundle geometry S Sommer, AM Svane arXiv preprint arXiv:1512.08544, 2015 | 24 | 2015 |
Mads NielsenProfessor of Computer Science, University of CopenhagenVerified email at diku.edu