![](https://dblp.dagstuhl.de/img/logo.ua.320x120.png)
![](https://dblp.dagstuhl.de/img/dropdown.dark.16x16.png)
![](https://dblp.dagstuhl.de/img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp.dagstuhl.de/img/search.dark.16x16.png)
![search dblp](https://dblp.dagstuhl.de/img/search.dark.16x16.png)
default search action
Stefan Sommer
Person information
Refine list
![note](https://dblp.dagstuhl.de/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
Journal Articles
- 2024
- [j23]Erlend Grong, Stefan Sommer
:
Most Probable Paths for Anisotropic Brownian Motions on Manifolds. Found. Comput. Math. 24(1): 313-345 (2024) - [j22]Lili Bao, Jiahao Lu, Shihui Ying
, Stefan Sommer
:
Sliding at First-Order: Higher-Order Momentum Distributions for Discontinuous Image Registration. SIAM J. Imaging Sci. 17(2): 861-887 (2024) - 2023
- [j21]Alexander Mangulad Christgau
, Alexis Arnaudon
, Stefan Sommer
:
Moment Evolution Equations and Moment Matching for Stochastic Image EPDiff. J. Math. Imaging Vis. 65(4): 563-576 (2023) - 2022
- [j20]Mathias Højgaard Jensen
, Stefan Sommer
:
Mean Estimation on the Diagonal of Product Manifolds. Algorithms 15(3): 92 (2022) - [j19]Mathias Højgaard Jensen
, Sarang C. Joshi, Stefan Sommer
:
Discrete-Time Observations of Brownian Motion on Lie Groups and Homogeneous Spaces: Sampling and Metric Estimation. Algorithms 15(8): 290 (2022) - [j18]Alexander Barbie
, Niklas Pech, Wilhelm Hasselbring
, Sascha Flögel, Frank Wenzhöfer
, Michael Walter
, Elena Shchekinova, Marc Busse, Matthias Türk, Michael Hofbauer, Stefan Sommer:
Developing an Underwater Network of Ocean Observation Systems With Digital Twin Prototypes - A Field Report From the Baltic Sea. IEEE Internet Comput. 26(3): 33-42 (2022) - [j17]Jakob Stolberg-Larsen, Stefan Sommer
:
Atlas generative models and geodesic interpolation. Image Vis. Comput. 122: 104433 (2022) - [j16]Stefan Sommer
, Alex M. Bronstein:
Horizontal Flows and Manifold Stochastics in Geometric Deep Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44(2): 811-822 (2022) - [j15]Alexis Arnaudon
, Frank van der Meulen
, Moritz Schauer
, Stefan Sommer
:
Diffusion Bridges for Stochastic Hamiltonian Systems and Shape Evolutions. SIAM J. Imaging Sci. 15(1): 293-323 (2022) - 2019
- [j14]Line Kühnel
, Stefan Sommer
, Alexis Arnaudon
:
Differential geometry and stochastic dynamics with deep learning numerics. Appl. Math. Comput. 356: 411-437 (2019) - [j13]Alexis Arnaudon
, Darryl D. Holm
, Stefan Sommer
:
A Geometric Framework for Stochastic Shape Analysis. Found. Comput. Math. 19(3): 653-701 (2019) - 2018
- [j12]Alexis Arnaudon
, Darryl D. Holm
, Stefan Sommer
:
String Methods for Stochastic Image and Shape Matching. J. Math. Imaging Vis. 60(6): 953-967 (2018) - 2017
- [j11]Line Kühnel, Stefan Sommer
, Akshay Pai, Lars Lau Rakêt
:
Most Likely Separation of Intensity and Warping Effects in Image Registration. SIAM J. Imaging Sci. 10(2): 578-601 (2017) - 2016
- [j10]Stefan Sommer
:
Anisotropically Weighted and Nonholonomically Constrained Evolutions on Manifolds. Entropy 18(12): 425 (2016) - [j9]Akshay Pai, Stefan Sommer
, Lauge Sørensen
, Sune Darkner
, Jon Sporring
, Mads Nielsen:
Kernel Bundle Diffeomorphic Image Registration Using Stationary Velocity Fields and Wendland Basis Functions. IEEE Trans. Medical Imaging 35(6): 1369-1380 (2016) - 2015
- [j8]Stefan Sommer
, Henry O. Jacobs
:
Reduction by Lie Group Symmetries in Diffeomorphic Image Registration and Deformation Modelling. Symmetry 7(2): 599-624 (2015) - 2014
- [j7]Stefan Sommer
, François Lauze
, Mads Nielsen:
Optimization over geodesics for exact principal geodesic analysis. Adv. Comput. Math. 40(2): 283-313 (2014) - [j6]Lars Lau Rakêt
, Stefan Sommer
, Bo Markussen
:
A nonlinear mixed-effects model for simultaneous smoothing and registration of functional data. Pattern Recognit. Lett. 38: 1-7 (2014) - 2013
- [j5]Stefan Sommer
, François Lauze
, Mads Nielsen, Xavier Pennec
:
Sparse Multi-Scale Diffeomorphic Registration: The Kernel Bundle Framework. J. Math. Imaging Vis. 46(3): 292-308 (2013) - [j4]Stefan Sommer
, Mads Nielsen, Sune Darkner
, Xavier Pennec
:
Higher-Order Momentum Distributions and Locally Affine LDDMM Registration. SIAM J. Imaging Sci. 6(1): 341-367 (2013) - 2012
- [j3]Stefan Sommer, Andreas Schieber, Kai Heinrich
, Andreas Hilbert:
What is the Conversation About?: A Topic-Model-Based Approach for Analyzing Customer Sentiments in Twitter. Int. J. Intell. Inf. Technol. 8(1): 10-25 (2012) - [j2]Søren Hauberg, Stefan Sommer
, Kim Steenstrup Pedersen
:
Natural metrics and least-committed priors for articulated tracking. Image Vis. Comput. 30(6-7): 453-461 (2012) - 2010
- [j1]Aditya Tatu
, François Lauze
, Stefan Sommer
, Mads Nielsen:
On Restricting Planar Curve Evolution to Finite Dimensional Implicit Subspaces with Non-Euclidean Metric. J. Math. Imaging Vis. 38(3): 226-240 (2010)
Conference and Workshop Papers
- 2023
- [c39]Morten Akhøj, Xavier Pennec, Stefan Sommer
:
Tangent Phylogenetic PCA. SCIA (2) 2023: 77-90 - [c38]Elizabeth Louise Baker
, Thomas Besnier, Stefan Sommer
:
A Function Space Perspective on Stochastic Shape Evolution. SCIA (2) 2023: 278-292 - 2022
- [c37]Jon Middleton
, Marko Bauer, Jacob Johansen, Mads Nielsen, Stefan Sommer
, Akshay Pai:
Instance-Specific Augmentation of Brain MRIs with Variational Autoencoders. MAD@MICCAI 2022: 49-58 - [c36]Adele Myers, Saiteja Utpala, Shubham Talbar, Sophia Sanborn, Christian Shewmake, Claire Donnat, Johan Mathe, Rishi Sonthalia, Xinyue Cui, Tom Szwagier, Arthur Pignet, Andri Bergsson, Søren Hauberg, Dmitriy Nielsen, Stefan Sommer, David A. Klindt, Erik Hermansen, Melvin Vaupel, Benjamin A. Dunn, Jeffrey Xiong, Noga Aharony, Itsik Pe'er, Felix Ambellan, Martin Hanik, Esfandiar Nava-Yazdani, Christoph von Tycowicz, Nina Miolane:
ICLR 2022 Challenge for Computational Geometry & Topology: Design and Results. TAG-ML 2022: 269-276 - 2021
- [c35]Pernille E. H. Hansen
, Benjamin Eltzner, Stefan Sommer
:
Diffusion Means and Heat Kernel on Manifolds. GSI 2021: 111-118 - [c34]Pernille E. H. Hansen
, Rasmus Waagepetersen
, Anne Marie Svane
, Jon Sporring
, Hans J. T. Stephensen
, Stine Hasselholt
, Stefan Sommer
:
Currents and K-functions for Fiber Point Processes. GSI 2021: 127-134 - [c33]Mathias Højgaard Jensen, Sarang C. Joshi, Stefan Sommer:
Bridge Simulation and Metric Estimation on Lie Groups. GSI 2021: 430-438 - 2020
- [c32]Line Kühnel, Tom Fletcher, Sarang C. Joshi, Stefan Sommer
:
Latent Space Geometric Statistics. ICPR Workshops (6) 2020: 163-178 - [c31]Alexander Barbie
, Wilhelm Hasselbring
, Niklas Pech, Stefan Sommer, Sascha Flögel, Frank Wenzhöfer:
Prototyping Autonomous Robotic Networks on Different Layers of RAMI 4.0 with Digital Twins. MFI 2020: 1-6 - [c30]Carolin Straßmann
, Sabrina C. Eimler
, Alexander Arntz
, Alina Grewe, Christopher Kowalczyk, Stefan Sommer:
Receiving Robot's Advice: Does It Matter When and for What? ICSR 2020: 271-283 - 2019
- [c29]Mathias Højgaard Jensen
, Anton Mallasto, Stefan Sommer
:
Simulation of Conditioned Diffusions on the Flat Torus. GSI 2019: 685-694 - [c28]Jon Sporring
, Rasmus Waagepetersen
, Stefan Sommer
:
Generalizations of Ripley's K-function with Application to Space Curves. IPMI 2019: 731-742 - [c27]Christina Hildebrandt Lüthje Jørgensen
, Bahtiyar Can Karatas
, Hjörtur Jóhannsson, Stefan Sommer
:
Binary Search and Fit Algorithm for Improved Voltage Stability Boundary Monitoring. ISGT Europe 2019: 1-5 - [c26]Mauricio Orbes-Arteaga
, Lauge Sørensen
, Manuel Jorge Cardoso
, Marc Modat
, Sébastien Ourselin
, Stefan Sommer
, Mads Nielsen, Christian Igel, Akshay Pai:
PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation. Medical Imaging: Image Processing 2019: 109490S - 2017
- [c25]Line Kühnel, Stefan Sommer
:
Stochastic Development Regression Using Method of Moments. GSI 2017: 3-11 - [c24]Line Kühnel, Stefan Sommer
:
Stochastic Development Regression on Non-linear Manifolds. IPMI 2017: 53-64 - [c23]Alexis Arnaudon
, Darryl D. Holm
, Akshay Pai, Stefan Sommer
:
A Stochastic Large Deformation Model for Computational Anatomy. IPMI 2017: 571-582 - [c22]Stefan Sommer
, Alexis Arnaudon
, Line Kühnel, Sarang C. Joshi:
Bridge Simulation and Metric Estimation on Landmark Manifolds. GRAIL/MFCA/MICGen@MICCAI 2017: 79-91 - [c21]Line Kühnel, Stefan Sommer
:
Computational Anatomy in Theano. GRAIL/MFCA/MICGen@MICCAI 2017: 164-176 - 2016
- [c20]Akshay Pai, Stefan Sommer
, Lars Lau Rakêt
, Line Kühnel, Sune Darkner
, Lauge Sørensen
, Mads Nielsen:
A Statistical Model for Simultaneous Template Estimation, Bias Correction, and Registration of 3D Brain Images. MCV/BAMBI@MICCAI 2016: 151-159 - [c19]Mateusz Michalkiewicz, Akshay Pai, Kelvin K. Leung, Stefan Sommer
, Sune Darkner
, Lauge Sørensen
, Jon Sporring
, Mads Nielsen:
Combining the boundary shift integral and tensor-based morphometry for brain atrophy estimation. Medical Imaging: Image Processing 2016: 978406 - 2015
- [c18]Stefan Sommer
:
Evolution Equations with Anisotropic Distributions and Diffusion PCA. GSI 2015: 3-11 - [c17]Stefan Sommer
:
Anisotropic Distributions on Manifolds: Template Estimation and Most Probable Paths. IPMI 2015: 193-204 - [c16]Akshay Pai, Stefan Klein, Stefan Sommer
, Sune Darkner
, Jon Sporring
, Mads Nielsen:
Diffeomorphic image registration with automatic time-step adjustment. ISBI 2015: 1085-1088 - [c15]Akshay Pai, Stefan Sommer
, Lauge Sørensen
, Sune Darkner
, Jon Sporring
, Mads Nielsen:
Image registration using stationary velocity fields parameterized by norm-minimizing Wendland kernel. Medical Imaging: Image Processing 2015: 941335 - 2014
- [c14]Akshay Pai, Stefan Sommer
, Sune Darkner
, Lauge Sørensen
, Jon Sporring
, Mads Nielsen:
Stepwise Inverse Consistent Euler's Scheme for Diffeomorphic Image Registration. WBIR 2014: 223-230 - 2013
- [c13]Stefan Sommer
:
Horizontal Dimensionality Reduction and Iterated Frame Bundle Development. GSI 2013: 76-83 - [c12]Stefan Sommer
, Hjörtur Johannsson
:
Real-time thevenin impedance computation. ISGT 2013: 1-6 - 2012
- [c11]Tilman Weckesser
, Hjörtur Johannsson
, Stefan Sommer
, Jacob Østergaard
:
Investigation of the adaptability of transient stability assessment methods to real-time operation. ISGT Europe 2012: 1-9 - [c10]Stefan Sommer
, Mads Nielsen, Xavier Pennec
:
Sparsity and scale: Compact representations of deformation for diffeomorphic registration. MMBIA 2012: 217-224 - 2011
- [c9]Andreas Schieber, Stefan Sommer, Andreas Hilbert, Kai Heinrich:
Analyzing customer sentiments in microblogs - A topic-model-based approach for Twitter datasets. AMCIS 2011 - [c8]Andreas Schieber, Stefan Sommer, Kai Heinrich, Andreas Hilbert:
Worüber reden die Kunden? - Ein modelbasierter Ansatz für die Analyse von Kundenmeinungen in Microblogs. GeNeMe 2011: 25-34 - [c7]Stefan Sommer
:
Accelerating multi-scale flows for LDDKBM diffeomorphic registration. ICCV Workshops 2011: 499-505 - [c6]Stefan Sommer
, Mads Nielsen, François Lauze
, Xavier Pennec
:
A Multi-scale Kernel Bundle for LDDMM: Towards Sparse Deformation Description across Space and Scales. IPMI 2011: 624-635 - [c5]Stefan Sommer
, François Lauze, Mads Nielsen, Xavier Pennec
:
Kernel Bundle EPDiff: Evolution Equations for Multi-scale Diffeomorphic Image Registration. SSVM 2011: 677-688 - 2010
- [c4]Stefan Sommer
, François Lauze
, Søren Hauberg, Mads Nielsen:
Manifold Valued Statistics, Exact Principal Geodesic Analysis and the Effect of Linear Approximations. ECCV (6) 2010: 43-56 - [c3]Søren Hauberg, Stefan Sommer
, Kim Steenstrup Pedersen
:
Gaussian-Like Spatial Priors for Articulated Tracking. ECCV (1) 2010: 425-437 - 2009
- [c2]Stefan Sommer, Aditya Tatu, Chen Chen, D. R. Jurgensen, Marleen de Bruijne, Marco Loog, Mads Nielsen, François Lauze:
Bicycle chain shape models. CVPR Workshops 2009: 157-163 - [c1]Andreas Hilbert, Stefan Sommer:
Multi-Channel-Beziehungsmanagement für den elektronischen Kaufprozess. FKBI 2009
Parts in Books or Collections
- 2017
- [p1]Akshay Pai, Yuan-Ching Teng, Joseph Blair, Michiel Kallenberg
, Erik B. Dam
, Stefan Sommer
, Christian Igel, Mads Nielsen:
Characterization of Errors in Deep Learning-Based Brain MRI Segmentation. Deep Learning for Medical Image Analysis 2017: 223-242
Editorship
- 2021
- [e4]Aasa Feragen
, Stefan Sommer
, Julia A. Schnabel
, Mads Nielsen
:
Information Processing in Medical Imaging - 27th International Conference, IPMI 2021, Virtual Event, June 28-June 30, 2021, Proceedings. Lecture Notes in Computer Science 12729, Springer 2021, ISBN 978-3-030-78190-3 [contents] - 2019
- [e3]Dajiang Zhu, Jingwen Yan, Heng Huang, Li Shen, Paul M. Thompson, Carl-Fredrik Westin, Xavier Pennec
, Sarang C. Joshi, Mads Nielsen, Tom Fletcher, Stanley Durrleman
, Stefan Sommer:
Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy - 4th International Workshop, MBIA 2019, and 7th International Workshop, MFCA 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings. Lecture Notes in Computer Science 11846, Springer 2019, ISBN 978-3-030-33225-9 [contents] - 2018
- [e2]Stefan Klein, Marius Staring, Stanley Durrleman, Stefan Sommer
:
Biomedical Image Registration - 8th International Workshop, WBIR 2018, Leiden, The Netherlands, June 28-29, 2018, Proceedings. Lecture Notes in Computer Science 10883, Springer 2018, ISBN 978-3-319-92257-7 [contents] - 2017
- [e1]M. Jorge Cardoso, Tal Arbel, Enzo Ferrante, Xavier Pennec
, Adrian V. Dalca, Sarah Parisot, Sarang C. Joshi, Nematollah Kayhan Batmanghelich, Aristeidis Sotiras, Mads Nielsen, Mert R. Sabuncu, Tom Fletcher, Li Shen, Stanley Durrleman
, Stefan Sommer
:
Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics - First International Workshop, GRAIL 2017, 6th International Workshop, MFCA 2017, and Third International Workshop, MICGen 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10-14, 2017, Proceedings. Lecture Notes in Computer Science 10551, Springer 2017, ISBN 978-3-319-67674-6 [contents]
Informal and Other Publications
- 2024
- [i38]Liwei Hu, Wenyong Wang, Yu Xiang, Stefan Sommer:
Incorporating Riemannian Geometric Features for Learning Coefficient of Pressure Distributions on Airplane Wings. CoRR abs/2401.09452 (2024) - [i37]Elizabeth Louise Baker, Gefan Yang, Michael L. Severinsen, Christy Anna Hipsley, Stefan Sommer:
Conditioning non-linear and infinite-dimensional diffusion processes. CoRR abs/2402.01434 (2024) - [i36]Erlend Grong, Karen Habermann
, Stefan Sommer:
Score matching for sub-Riemannian bridge sampling. CoRR abs/2404.15258 (2024) - [i35]Gefan Yang, Elizabeth Louise Baker, Michael L. Severinsen, Christy Anna Hipsley, Stefan Sommer:
Simulating infinite-dimensional nonlinear diffusion bridges. CoRR abs/2405.18353 (2024) - [i34]Du Nguyen, Stefan Sommer:
Second-order differential operators, stochastic differential equations and Brownian motions on embedded manifolds. CoRR abs/2406.02879 (2024) - [i33]Elizabeth Louise Baker, Moritz Schauer, Stefan Sommer:
Score matching for bridges without time-reversals. CoRR abs/2407.15455 (2024) - 2023
- [i32]Gefan Yang, Stefan Sommer:
A Denoising Diffusion Model for Fluid Field Prediction. CoRR abs/2301.11661 (2023) - [i31]Elizabeth Louise Baker, Thomas Besnier, Stefan Sommer:
A function space perspective on stochastic shape evolution. CoRR abs/2302.05382 (2023) - [i30]Francesco Santini
, Jakob Wasserthal, Abramo Agosti, Xeni Deligianni, Kevin R. Keene, Hermien E. Kan, Stefan Sommer, Christoph Stuprich, Fengdan Wang, Claudia Weidensteiner
, Giulia Manco, Matteo Paoletti, Valentina Mazzoli, Arjun D. Desai, Anna Pichiecchio:
Deep Anatomical Federated Network (Dafne): an open client/server framework for the continuous collaborative improvement of deep-learning-based medical image segmentation. CoRR abs/2302.06352 (2023) - [i29]Lili Bao, Jiahao Lu, Shihui Ying, Stefan Sommer:
Sliding at first order: Higher-order momentum distributions for discontinuous image registration. CoRR abs/2303.07744 (2023) - [i28]Morten Akhøj, James Benn, Erlend Grong, Stefan Sommer, Xavier Pennec:
Principal subbundles for dimension reduction. CoRR abs/2307.03128 (2023) - 2022
- [i27]Adele Myers, Saiteja Utpala, Shubham Talbar, Sophia Sanborn, Christian Shewmake, Claire Donnat, Johan Mathe, Umberto Lupo, Rishi Sonthalia, Xinyue Cui, Tom Szwagier
, Arthur Pignet, Andri Bergsson, Søren Hauberg, Dmitriy Nielsen, Stefan Sommer, David A. Klindt, Erik Hermansen, Melvin Vaupel, Benjamin A. Dunn, Jeffrey Xiong, Noga Aharony, Itsik Pe'er, Felix Ambellan, Martin Hanik
, Esfandiar Nava-Yazdani, Christoph von Tycowicz, Nina Miolane:
ICLR 2022 Challenge for Computational Geometry and Topology: Design and Results. CoRR abs/2206.09048 (2022) - 2021
- [i26]Jakob Stolberg-Larsen, Stefan Sommer:
Atlas Generative Models and Geodesic Interpolation. CoRR abs/2102.00264 (2021) - [i25]Alexander Barbie, Niklas Pech, Wilhelm Hasselbring, Sascha Flögel, Frank Wenzhöfer, Michael Walter, Elena Shchekinova, Marc Busse, Matthias Türk, Michael Hofbauer, Stefan Sommer:
Developing an Underwater Network of Ocean Observation Systems with Digital Twin Prototypes - A Field Report from the Baltic Sea. CoRR abs/2103.08469 (2021) - [i24]Alexander Barbie, Wilhelm Hasselbring, Niklas Pech, Stefan Sommer, Sascha Flögel, Frank Wenzhöfer:
Prototyping Autonomous Robotic Networks on Different Layers of RAMI 4.0 with Digital Twins. CoRR abs/2103.09363 (2021) - [i23]Mathias Højgaard Jensen, Stefan Sommer:
Simulation of Conditioned Semimartingales on Riemannian Manifolds. CoRR abs/2105.13190 (2021) - [i22]Alexander Mangulad Christgau, Alexis Arnaudon, Stefan Sommer:
Moment evolution equations and moment matching for stochastic image EPDiff. CoRR abs/2110.03337 (2021) - 2020
- [i21]Alexis Arnaudon, Frank van der Meulen, Moritz Schauer, Stefan Sommer:
Diffusion bridges for stochastic Hamiltonian systems with applications to shape analysis. CoRR abs/2002.00885 (2020) - 2019
- [i20]Stefan Sommer, Alex M. Bronstein:
Horizontal Flows and Manifold Stochastics in Geometric Deep Learning. CoRR abs/1909.06397 (2019) - 2018
- [i19]Stefan Sommer:
An Infinitesimal Probabilistic Model for Principal Component Analysis of Manifold Valued Data. CoRR abs/1801.10341 (2018) - [i18]Alexis Arnaudon, Darryl D. Holm, Stefan Sommer:
String Methods for Stochastic Image and Shape Matching. CoRR abs/1805.06038 (2018) - [i17]Line Kühnel, Tom Fletcher, Sarang C. Joshi, Stefan Sommer:
Latent Space Non-Linear Statistics. CoRR abs/1805.07632 (2018) - [i16]Mauricio Orbes-Arteaga, Lauge Sørensen, Manuel Jorge Cardoso
, Marc Modat
, Sébastien Ourselin, Stefan Sommer, Mads Nielsen, Christian Igel, Akshay Pai:
PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation. CoRR abs/1810.01928 (2018) - [i15]Sune Darkner, Stefan Sommer, Andreas Schuhmacher, Henrik Ingerslev Anders O. Baandrup, Carsten Thomsen, Søren Jønsson:
An Average of the Human Ear Canal: Recovering Acoustical Properties via Shape Analysis. CoRR abs/1811.03848 (2018) - [i14]Line Kühnel, Alexis Arnaudon, Tom Fletcher, Stefan Sommer:
Stochastic Image Deformation in Frequency Domain and Parameter Estimation using Moment Evolutions. CoRR abs/1812.05537 (2018) - 2017
- [i13]Line Kühnel, Stefan Sommer:
Stochastic Development Regression on Non-Linear Manifolds. CoRR abs/1703.00291 (2017) - [i12]Alexis Arnaudon, Darryl D. Holm, Stefan Sommer:
A Geometric Framework for Stochastic Shape Analysis. CoRR abs/1703.09971 (2017) - [i11]Akshay Pai, Stefan Sommer, Lars Lau Rakêt, Line Kühnel, Sune Darkner, Lauge Sørensen, Mads Nielsen:
A Statistical Model for Simultaneous Template Estimation, Bias Correction, and Registration of 3D Brain Images. CoRR abs/1705.00432 (2017) - [i10]Stefan Sommer, Alexis Arnaudon, Line Kühnel, Sarang C. Joshi:
Bridge Simulation and Metric Estimation on Landmark Manifolds. CoRR abs/1705.10943 (2017) - [i9]Line Kühnel, Stefan Sommer:
Computational Anatomy in Theano. CoRR abs/1706.07690 (2017) - [i8]Alexis Arnaudon, Darryl D. Holm, Stefan Sommer:
Stochastic metamorphosis with template uncertainties. CoRR abs/1711.07231 (2017) - [i7]Line Kühnel, Alexis Arnaudon, Stefan Sommer:
Differential geometry and stochastic dynamics with deep learning numerics. CoRR abs/1712.08364 (2017) - 2016
- [i6]Line Kühnel, Stefan Sommer
, Akshay Pai, Lars Lau Rakêt:
Most Likely Separation of Intensity and Warping Effects in Image Registration. CoRR abs/1604.05027 (2016) - [i5]Alexis Arnaudon, Darryl D. Holm, Akshay Pai, Stefan Sommer:
A Stochastic Large Deformation Model for Computational Anatomy. CoRR abs/1612.05323 (2016) - 2014
- [i4]Henry O. Jacobs, Stefan Sommer:
Higher-order Spatial Accuracy in Diffeomorphic Image Registration. CoRR abs/1412.7504 (2014) - [i3]Stefan Sommer, Henry O. Jacobs:
Symmetry in Image Registration and Deformation Modeling. CoRR abs/1412.7513 (2014) - 2011
- [i2]Stefan Sommer, Mads Nielsen, Sune Darkner, Xavier Pennec:
Higher Order Kernels and Locally Affine LDDMM Registration. CoRR abs/1112.3166 (2011) - 2010
- [i1]Stefan Sommer, François Lauze, Mads Nielsen:
The Differential of the Exponential Map, Jacobi Fields and Exact Principal Geodesic Analysis. CoRR abs/1008.1902 (2010)
Coauthor Index
![](https://dblp.dagstuhl.de/img/cog.dark.24x24.png)
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-08-25 19:14 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint