Gabriele Steidl
Orcid: 0000-0003-4638-9245Affiliations:
- TU Berlin, Institute of Mathematics, Germany
- University of Kaiserslautern, Germany
- University of Rostock, Fachbereich Mathematik, Germany (PhD 1988)
According to our database1,
Gabriele Steidl
authored at least 162 papers
between 1988 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on zbmath.org
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on orcid.org
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on d-nb.info
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on dl.acm.org
On csauthors.net:
Bibliography
2024
J. Math. Imaging Vis., December, 2024
Commun. Stat. Simul. Comput., June, 2024
Mach. Learn. Sci. Technol., 2024
Conditional Generative Models for Contrast-Enhanced Synthesis of T1w and T1 Maps in Brain MRI.
CoRR, 2024
Neural Sampling from Boltzmann Densities: Fisher-Rao Curves in the Wasserstein Geometry.
CoRR, 2024
CoRR, 2024
CoRR, 2024
Wasserstein Gradient Flows for Moreau Envelopes of f-Divergences in Reproducing Kernel Hilbert Spaces.
CoRR, 2024
Manifold GCN: Diffusion-based Convolutional Neural Network for Manifold-valued Graphs.
CoRR, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2023
SIAM J. Imaging Sci., June, 2023
Math. Comput., June, 2023
Conditional Generative Models are Provably Robust: Pointwise Guarantees for Bayesian Inverse Problems.
Trans. Mach. Learn. Res., 2023
Frontiers Appl. Math. Stat., 2023
Learning from small data sets: Patch-based regularizers in inverse problems for image reconstruction.
CoRR, 2023
CoRR, 2023
Generalized Iterative Scaling for Regularized Optimal Transport with Affine Constraints: Application Examples.
CoRR, 2023
Multilevel Diffusion: Infinite Dimensional Score-Based Diffusion Models for Image Generation.
CoRR, 2023
CoRR, 2023
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023
Proceedings of the International Conference on Machine Learning, 2023
2022
SIAM/ASA J. Uncertain. Quantification, March, 2022
SIAM J. Imaging Sci., 2022
CoRR, 2022
Lagrangian Motion Magnification with Landmark-Prior and Sparse PCA for Facial Microexpressions and Micromovements.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
Correction to: Alternatives to the EM algorithm for ML estimation of location, scatter matrix, and degree of freedom of the Student t distribution.
Numer. Algorithms, 2021
Alternatives to the EM algorithm for ML estimation of location, scatter matrix, and degree of freedom of the Student t distribution.
Numer. Algorithms, 2021
J. Math. Imaging Vis., 2021
Found. Comput. Math., 2021
A Unified Approach to Variational Autoencoders and Stochastic Normalizing Flows via Markov Chains.
CoRR, 2021
Fourier reconstruction for diffraction tomography of an object rotated into arbitrary orientations.
CoRR, 2021
Invertible Neural Networks Versus MCMC for Posterior Reconstruction in Grazing Incidence X-Ray Fluorescence.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2021
2020
J. Math. Imaging Vis., 2020
Variational Models for Color Image Correction Inspired by Visual Perception and Neuroscience.
J. Math. Imaging Vis., 2020
CoRR, 2020
CoRR, 2020
A New Constrained Optimization Model for Solving the Nonsymmetric Stochastic Inverse Eigenvalue Problem.
CoRR, 2020
Fast Entropy Maximization for Selectivity Estimation of Conjunctive Predicates on CPUs and GPUs.
Proceedings of the 23rd International Conference on Extending Database Technology, 2020
2019
Linkage Between Piecewise Constant Mumford-Shah Model and Rudin-Osher-Fatemi Model and Its Virtue in Image Segmentation.
SIAM J. Sci. Comput., 2019
Multivariate Myriad Filters Based on Parameter Estimation of Student-t Distributions.
SIAM J. Imaging Sci., 2019
J. Math. Imaging Vis., 2019
Alternatives of the EM Algorithm for Estimating the Parameters of the Student-t Distribution.
CoRR, 2019
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2019
A Connection Between Image Processing and Artificial Neural Networks Layers Through a Geometric Model of Visual Perception.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2019
2018
SIAM J. Imaging Sci., 2018
Priors with Coupled First and Second Order Differences for Manifold-Valued Image Processing.
J. Math. Imaging Vis., 2018
Linkage between Piecewise Constant Mumford-Shah model and ROF model and its virtue in image segmentation.
CoRR, 2018
2017
A Nonlocal Denoising Algorithm for Manifold-Valued Images Using Second Order Statistics.
SIAM J. Imaging Sci., 2017
J. Vis. Commun. Image Represent., 2017
J. Math. Imaging Vis., 2017
J. Approx. Theory, 2017
Comput. Geosci., 2017
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2017
Infimal Convolution Coupling of First and Second Order Differences on Manifold-Valued Images.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2017
2016
SIAM J. Sci. Comput., 2016
A Parallel Douglas-Rachford Algorithm for Minimizing ROF-like Functionals on Images with Values in Symmetric Hadamard Manifolds.
SIAM J. Imaging Sci., 2016
J. Math. Imaging Vis., 2016
A Nonlocal Denoising Algorithm for Manifold-Valued Images Using Second Order Statistics.
CoRR, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
2015
Proceedings of the Handbook of Mathematical Methods in Imaging, 2015
Proximal operator of quotient functions with application to a feasibility problem in query optimization.
J. Comput. Appl. Math., 2015
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2015
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2015
Computation and Visualization of Local Deformation for Multiphase Metallic Materials by Infimal Convolution of TV-Type Functionals.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2015
Proceedings of the Harmonic and Applied Analysis - From Groups to Signals, 2015
2014
IEEE Trans. Image Process., 2014
Fast Hue and Range Preserving Histogram Specification: Theory and New Algorithms for Color Image Enhancement.
IEEE Trans. Image Process., 2014
SIAM J. Imaging Sci., 2014
Supervised and transductive multi-class segmentation using p-Laplacians and RKHS methods.
J. Vis. Commun. Image Represent., 2014
J. Math. Imaging Vis., 2014
Int. J. Wavelets Multiresolution Inf. Process., 2014
Detection of change points in phase data: A Bayesian analysis of habituation processes.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
J. Math. Imaging Vis., 2013
Guest Editorial: Variational Models, Convex Analysis and Numerical Optimization in Mathematical Imaging.
J. Math. Imaging Vis., 2013
Int. J. Comput. Math., 2013
Epigraphical Projection for Solving Least Squares Anscombe Transformed Constrained Optimization Problems.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2013
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2013
2012
Quadrature Errors, Discrepancies, and Their Relations to Halftoning on the Torus and the Sphere.
SIAM J. Sci. Comput., 2012
A new fuzzy c-means method with total variation regularization for segmentation of images with noisy and incomplete data.
Pattern Recognit., 2012
Segmentation of images with separating layers by fuzzy c-means and convex optimization.
J. Vis. Commun. Image Represent., 2012
Nonlocal two dimensional denoising of frequency specific chirp evoked ABR single trials.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011
2010
J. Vis. Commun. Image Represent., 2010
J. Math. Imaging Vis., 2010
2009
IEEE Trans. Image Process., 2009
Proc. VLDB Endow., 2009
J. Math. Imaging Vis., 2009
Combined <i>l</i><sub>2</sub> data and gradient fitting in conjunction with <i>l</i><sub>1</sub> regularization.
Adv. Comput. Math., 2009
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009
2008
Proceedings of the Structured Decompositions and Efficient Algorithms, 30.11. - 05.12.2008, 2008
Proceedings of the Pattern Recognition, 2008
2007
SIAM J. Sci. Comput., 2007
2006
Int. J. Wavelets Multiresolution Inf. Process., 2006
Computing, 2006
Proceedings of the Computer Vision, 2006
Proceedings of the Handbook of Mathematical Models in Computer Vision, 2006
2005
Pattern Recognit., 2005
Dual-Tree Complex Wavelet Transform in the Frequency Domain and an Application to Signal Classification.
Int. J. Wavelets Multiresolution Inf. Process., 2005
Int. J. Comput. Vis., 2005
Proceedings of the Variational, 2005
Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005
Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005
Nonlinear image restoration methods for marker extraction in 3D fluorescent microscopy.
Proceedings of the Computational Imaging III, San Jose, 2005
2004
On the Equivalence of Soft Wavelet Shrinkage, Total Variation Diffusion, Total Variation Regularization, and SIDEs.
SIAM J. Numer. Anal., 2004
Numerische Mathematik, 2004
Coorbit Spaces and Banach Frames on Homogeneous Spaces with Applications to the Sphere.
Adv. Comput. Math., 2004
Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004
2003
Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003
Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003
Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003
2002
Proceedings of the Pattern Recognition, 2002
2001
Preconditioners for Ill-Conditioned Toeplitz Systems Constructed from Positive Kernels.
SIAM J. Sci. Comput., 2001
SIAM J. Matrix Anal. Appl., 2001
Numer. Linear Algebra Appl., 2001
1998
1995
1992
Signal Process., 1992
1990
Existence and Construction of Self-complementary Normal Bases.
J. Inf. Process. Cybern., 1990
1988
Grundlagen schneller Algorithmen für verallgemeinerte diskrete Fouriertransformationen.
PhD thesis, 1988
Number-theoretic Transforms in Rings of Cyclotomic Integers.
J. Inf. Process. Cybern., 1988