Martin Storath

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 30

Top Topics

Sparse Reconstruction

Top Venues

IEEE Trans. Image Process.

SIAM J. Imaging Sci.

IEEE Trans. Medical Imaging

Publications

Martin Storath, Andreas Weinmann
Smoothing Splines for Discontinuous Signals. J. Comput. Graph. Stat. 33 (2) (2024)
Tim Selig, Thomas März, Martin Storath, Andreas Weinmann
Low-Dose CT Image Reconstruction by Fine-Tuning a UNet Pretrained for Gaussian Denoising for the Downstream Task of Image Enhancement. CoRR (2024)
Stefan Volz, Martin Storath, Andreas Weinmann
Degrees-of-freedom penalized piecewise regression. CoRR (2023)
Martin Storath, Andreas Weinmann
Smoothing splines for discontinuous signals. CoRR (2022)
Lukas Kiefer, Martin Storath, Andreas Weinmann
Iterative Potts Minimization for the Recovery of Signals with Discontinuities from Indirect Measurements: The Multivariate Case. Found. Comput. Math. 21 (3) (2021)
Lukas Kiefer, Martin Storath, Andreas Weinmann
An Algorithm for Second Order Mumford-Shah Models Based on a Taylor Jet Formulation. SIAM J. Imaging Sci. 13 (4) (2020)
Martin Storath, Andreas Weinmann
Wavelet Sparse Regularization for Manifold-Valued Data. Multiscale Model. Simul. 18 (2) (2020)
Lukas Kiefer, Stefania Petra, Martin Storath, Andreas Weinmann
Multi-Channel Potts-Based Reconstruction for Multi-Spectral Computed Tomography. CoRR (2020)
Lukas Kiefer, Martin Storath, Andreas Weinmann
An Efficient Algorithm for the Piecewise Affine-Linear Mumford-Shah Model Based on a Taylor Jet Splitting. IEEE Trans. Image Process. 29 (2020)
Lukas Kiefer, Martin Storath, Andreas Weinmann
PALMS Image Partitioning - A New Parallel Algorithm for the Piecewise Affine-Linear Mumford-Shah Model. Image Process. Line 10 (2020)
Marco Esposito, Christoph Hennersperger, Rüdiger Göbl, Laurent Demaret, Martin Storath, Nassir Navab, Maximilian Baust, Andreas Weinmann
Total Variation Regularization of Pose Signals With an Application to 3D Freehand Ultrasound. IEEE Trans. Medical Imaging 38 (10) (2019)
Martin Storath, Lukas Kiefer, Andreas Weinmann
Smoothing for signals with discontinuities using higher order Mumford-Shah models. Numerische Mathematik 143 (2) (2019)
Lukas Kiefer, Stefania Petra, Martin Storath, Andreas Weinmann
Direct MRI Segmentation from k-Space Data by Iterative Potts Minimization. SSVM (2019)
Denis Fortun, Martin Storath, Dennis Rickert, Andreas Weinmann, Michael Unser
Fast Piecewise-Affine Motion Estimation Without Segmentation. CoRR (2018)
Lukas Kiefer, Martin Storath, Andreas Weinmann
Iterative Potts minimization for the recovery of signals with discontinuities from indirect measurements - the multivariate case. CoRR (2018)
Maurice Weiler, Fred A. Hamprecht, Martin Storath
Learning Steerable Filters for Rotation Equivariant CNNs. CVPR (2018)
Kristian Bredies, Martin Holler, Martin Storath, Andreas Weinmann
Total Generalized Variation for Manifold-Valued Data. SIAM J. Imaging Sci. 11 (3) (2018)
Martin Storath, Andreas Weinmann
Fast Median Filtering for Phase or Orientation Data. IEEE Trans. Pattern Anal. Mach. Intell. 40 (3) (2018)
Martin Storath, Andreas Weinmann
Variational Regularization of Inverse Problems for Manifold-Valued Data. CoRR (2018)
Martin Kiechle, Martin Storath, Andreas Weinmann, Martin Kleinsteuber
Model-Based Learning of Local Image Features for Unsupervised Texture Segmentation. IEEE Trans. Image Process. 27 (4) (2018)
Martin Storath, Andreas Weinmann
Wavelet Sparse Regularization for Manifold-Valued Data. CoRR (2018)
Denis Fortun, Martin Storath, Dennis Rickert, Andreas Weinmann, Michael Unser
Fast Piecewise-Affine Motion Estimation Without Segmentation. IEEE Trans. Image Process. 27 (11) (2018)
Martin Storath, Christina Brandt, Martin Hofmann, Tobias Knopp, Johannes Salamon, Alexander Weber, Andreas Weinmann
Edge Preserving and Noise Reducing Reconstruction for Magnetic Particle Imaging. IEEE Trans. Medical Imaging 36 (1) (2017)
Martin Storath, Dennis Rickert, Michael Unser, Andreas Weinmann
Fast Segmentation From Blurred Data in 3D Fluorescence Microscopy. IEEE Trans. Image Process. 26 (10) (2017)
Martin Kiechle, Martin Storath, Andreas Weinmann, Martin Kleinsteuber
Model-based learning of local image features for unsupervised texture segmentation. CoRR (2017)
Maurice Weiler, Fred A. Hamprecht, Martin Storath
Learning Steerable Filters for Rotation Equivariant CNNs. CoRR (2017)
Martin Storath, Andreas Weinmann, Michael Unser
-TV Regularization of Real-Valued or Circle-Valued Signals. SIAM J. Sci. Comput. 38 (1) (2016)
Maximilian Baust, Andreas Weinmann, Matthias Wieczorek, Tobias Lasser, Martin Storath, Nassir Navab
Combined Tensor Fitting and TV Regularization in Diffusion Tensor Imaging Based on a Riemannian Manifold Approach. IEEE Trans. Medical Imaging 35 (8) (2016)
Anca Stefanoiu, Andreas Weinmann, Martin Storath, Nassir Navab, Maximilian Baust
Joint Segmentation and Shape Regularization With a Generalized Forward-Backward Algorithm. IEEE Trans. Image Process. 25 (7) (2016)
Andreas Weinmann, Laurent Demaret, Martin Storath
Mumford-Shah and Potts Regularization for Manifold-Valued Data. J. Math. Imaging Vis. 55 (3) (2016)
Maximilian Baust, Laurent Demaret, Martin Storath, Nassir Navab, Andreas Weinmann
Total variation regularization of shape signals. CVPR (2015)
Andreas Weinmann, Martin Storath, Laurent Demaret
-Potts Functional for Robust Jump-Sparse Reconstruction. SIAM J. Numer. Anal. 53 (1) (2015)
Andreas Weinmann, Laurent Demaret, Martin Storath
Mumford-Shah and Potts Regularization for Manifold-Valued Data with Applications to DTI and Q-Ball Imaging. CoRR (2014)
Martin Storath, Andreas Weinmann, Laurent Demaret
Jump-Sparse and Sparse Recovery Using Potts Functionals. IEEE Trans. Signal Process. 62 (14) (2014)
Martin Storath, Andreas Weinmann, Michael Unser
Unsupervised texture segmentation using monogenic curvelets and the Potts model. ICIP (2014)
Martin Storath, Andreas Weinmann
Fast Partitioning of Vector-Valued Images. SIAM J. Imaging Sci. 7 (3) (2014)
Andreas Weinmann, Laurent Demaret, Martin Storath
Total Variation Regularization for Manifold-Valued Data. SIAM J. Imaging Sci. 7 (4) (2014)
Andreas Weinmann, Laurent Demaret, Martin Storath
Total variation regularization for manifold-valued data. CoRR (2013)
Martin Storath, Andreas Weinmann, Laurent Demaret
Jump-sparse and sparse recovery using Potts functionals CoRR (2013)
Andreas Weinmann, Martin Storath, Laurent Demaret
The L1-Potts functional for robust jump-sparse reconstruction. CoRR (2012)
Laurent Demaret, Peter Massopust, Martin Storath
Signal Analysis based on Complex Wavelet Signs CoRR (2012)
Martin Storath
Directional Multiscale Amplitude and Phase Decomposition by the Monogenic Curvelet Transform. SIAM J. Imaging Sci. 4 (1) (2011)
Martin Storath
The monogenic curvelet transform. ICIP (2010)
Stefan Held, Martin Storath, Peter Massopust, Brigitte Forster
Steerable Wavelet Frames Based on the Riesz Transform. IEEE Trans. Image Process. 19 (3) (2010)