Stefan Sommer
Orcid: 0000-0001-6784-0328
According to our database1,
Stefan Sommer
authored at least 86 papers
between 2009 and 2024.
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Bibliography
2024
Found. Comput. Math., February, 2024
Sliding at First-Order: Higher-Order Momentum Distributions for Discontinuous Image Registration.
SIAM J. Imaging Sci., 2024
CoRR, 2024
Second-order differential operators, stochastic differential equations and Brownian motions on embedded manifolds.
CoRR, 2024
Incorporating Riemannian Geometric Features for Learning Coefficient of Pressure Distributions on Airplane Wings.
CoRR, 2024
2023
J. Math. Imaging Vis., August, 2023
Deep Anatomical Federated Network (Dafne): an open client/server framework for the continuous collaborative improvement of deep-learning-based medical image segmentation.
CoRR, 2023
Proceedings of the Image Analysis - 22nd Scandinavian Conference, 2023
Proceedings of the Image Analysis - 22nd Scandinavian Conference, 2023
2022
SIAM J. Imaging Sci., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Developing an Underwater Network of Ocean Observation Systems With Digital Twin Prototypes - A Field Report From the Baltic Sea.
IEEE Internet Comput., 2022
CoRR, 2022
Discrete-Time Observations of Brownian Motion on Lie Groups and Homogeneous Spaces: Sampling and Metric Estimation.
Algorithms, 2022
Proceedings of the Topological, 2022
Proceedings of the Medical Applications with Disentanglements - First MICCAI Workshop, 2022
2021
Proceedings of the Geometric Science of Information - 5th International Conference, 2021
Proceedings of the Geometric Science of Information - 5th International Conference, 2021
Proceedings of the Geometric Science of Information - 5th International Conference, 2021
2020
Diffusion bridges for stochastic Hamiltonian systems with applications to shape analysis.
CoRR, 2020
Proceedings of the Social Robotics - 12th International Conference, 2020
Prototyping Autonomous Robotic Networks on Different Layers of RAMI 4.0 with Digital Twins.
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2020
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
2019
Appl. Math. Comput., 2019
Proceedings of the Medical Imaging 2019: Image Processing, 2019
Proceedings of the 2019 IEEE PES Innovative Smart Grid Technologies Europe, 2019
Proceedings of the Information Processing in Medical Imaging, 2019
Proceedings of the Geometric Science of Information - 4th International Conference, 2019
2018
Stochastic Image Deformation in Frequency Domain and Parameter Estimation using Moment Evolutions.
CoRR, 2018
An Average of the Human Ear Canal: Recovering Acoustical Properties via Shape Analysis.
CoRR, 2018
An Infinitesimal Probabilistic Model for Principal Component Analysis of Manifold Valued Data.
CoRR, 2018
2017
SIAM J. Imaging Sci., 2017
Proceedings of the Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics, 2017
Proceedings of the Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics, 2017
Proceedings of the Information Processing in Medical Imaging, 2017
Proceedings of the Information Processing in Medical Imaging, 2017
Proceedings of the Geometric Science of Information - Third International Conference, 2017
Proceedings of the Deep Learning for Medical Image Analysis, 1st Edition, 2017
2016
Kernel Bundle Diffeomorphic Image Registration Using Stationary Velocity Fields and Wendland Basis Functions.
IEEE Trans. Medical Imaging, 2016
Entropy, 2016
Combining the boundary shift integral and tensor-based morphometry for brain atrophy estimation.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
A Statistical Model for Simultaneous Template Estimation, Bias Correction, and Registration of 3D Brain Images.
Proceedings of the Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging, 2016
2015
Reduction by Lie Group Symmetries in Diffeomorphic Image Registration and Deformation Modelling.
Symmetry, 2015
Image registration using stationary velocity fields parameterized by norm-minimizing Wendland kernel.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the Information Processing in Medical Imaging, 2015
Proceedings of the Geometric Science of Information - Second International Conference, 2015
2014
A nonlinear mixed-effects model for simultaneous smoothing and registration of functional data.
Pattern Recognit. Lett., 2014
Adv. Comput. Math., 2014
Proceedings of the Biomedical Image Registration - 6th International Workshop, 2014
2013
SIAM J. Imaging Sci., 2013
J. Math. Imaging Vis., 2013
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2013
Proceedings of the Geometric Science of Information - First International Conference, 2013
2012
Image Vis. Comput., 2012
What is the Conversation About?: A Topic-Model-Based Approach for Analyzing Customer Sentiments in Twitter.
Int. J. Intell. Inf. Technol., 2012
Sparsity and scale: Compact representations of deformation for diffeomorphic registration.
Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012
Investigation of the adaptability of transient stability assessment methods to real-time operation.
Proceedings of the 3rd IEEE PES Innovative Smart Grid Technologies Europe, 2012
2011
Kernel Bundle EPDiff: Evolution Equations for Multi-scale Diffeomorphic Image Registration.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011
A Multi-scale Kernel Bundle for LDDMM: Towards Sparse Deformation Description across Space and Scales.
Proceedings of the Information Processing in Medical Imaging, 2011
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011
Worüber reden die Kunden? - Ein modelbasierter Ansatz für die Analyse von Kundenmeinungen in Microblogs.
Proceedings of the Gemeinschaften in Neuen Medien (GeNeMe) 2011, Dresden, 2011
Analyzing customer sentiments in microblogs - A topic-model-based approach for Twitter datasets.
Proceedings of the A Renaissance of Information Technology for Sustainability and Global Competitiveness. 17th Americas Conference on Information Systems, 2011
2010
On Restricting Planar Curve Evolution to Finite Dimensional Implicit Subspaces with Non-Euclidean Metric.
J. Math. Imaging Vis., 2010
The Differential of the Exponential Map, Jacobi Fields and Exact Principal Geodesic Analysis
CoRR, 2010
Manifold Valued Statistics, Exact Principal Geodesic Analysis and the Effect of Linear Approximations.
Proceedings of the Computer Vision - ECCV 2010, 2010
Proceedings of the Computer Vision, 2010
2009
Proceedings of the Tagungsband des Forschungskolloquiums Business Intelligence 2009 der GI-Fachgruppe Management Support Systems in Zusammenarbeit mit dem Lehrstuhl für Wirtschaftsinformatik der TU Dortmund am 08. und 09. Oktober 2009 an der Technischen Universität Dortmund, 2009
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009