The monogenic curvelet transform. - Martin Storath (ICIP, 2010)

Steerable Wavelet Frames Based on the Riesz Transform. - Stefan Held; Martin Storath; Peter Massopust; Brigitte Forster (IEEE Trans. Image Process., 2010)

Directional Multiscale Amplitude and Phase Decomposition by the Monogenic Curvelet Transform. - Martin Storath (SIAM J. Imaging Sci., 2011)

The L1-Potts functional for robust jump-sparse reconstruction. - Andreas Weinmann; Martin Storath; Laurent Demaret (CoRR, 2012)

Signal Analysis based on Complex Wavelet Signs - Laurent Demaret; Peter Massopust; Martin Storath (CoRR, 2012)

Unsupervised texture segmentation using monogenic curvelets and the Potts model. - Martin Storath; Andreas Weinmann; Michael Unser (ICIP, 2014)

Mumford-Shah and Potts Regularization for Manifold-Valued Data with Applications to DTI and Q-Ball Imaging. - Andreas Weinmann; Laurent Demaret; Martin Storath (CoRR, 2014)

Fast Partitioning of Vector-Valued Images. - Martin Storath; Andreas Weinmann (SIAM J. Imaging Sci., 2014)

Total Variation Regularization for Manifold-Valued Data. - Andreas Weinmann; Laurent Demaret; Martin Storath (SIAM J. Imaging Sci., 2014)

Jump-Sparse and Sparse Recovery Using Potts Functionals. - Martin Storath; Andreas Weinmann; Laurent Demaret (IEEE Trans. Signal Process., 2014)

Total variation regularization of shape signals. - Maximilian Baust; Laurent Demaret; Martin Storath; Nassir Navab; Andreas Weinmann (CVPR, 2015)

The L1-Potts Functional for Robust Jump-Sparse Reconstruction. - Andreas Weinmann; Martin Storath; Laurent Demaret (SIAM J. Numer. Anal., 2015)

Mumford-Shah and Potts Regularization for Manifold-Valued Data. - Andreas Weinmann; Laurent Demaret; Martin Storath (J. Math. Imaging Vis., 2016)

Exact Algorithms for L1-TV Regularization of Real-Valued or Circle-Valued Signals. - Martin Storath; Andreas Weinmann; Michael Unser (SIAM J. Sci. Comput., 2016)

Joint Segmentation and Shape Regularization With a Generalized Forward-Backward Algorithm. - Anca Stefanoiu; Andreas Weinmann; Martin Storath; Nassir Navab; Maximilian Baust (IEEE Trans. Image Process., 2016)

Combined Tensor Fitting and TV Regularization in Diffusion Tensor Imaging Based on a Riemannian Manifold Approach. - Maximilian Baust; Andreas Weinmann; Matthias Wieczorek; Tobias Lasser; Martin Storath; Nassir Navab (IEEE Trans. Medical Imaging, 2016)

Fast Segmentation From Blurred Data in 3D Fluorescence Microscopy. - Martin Storath; Dennis Rickert; Michael Unser; Andreas Weinmann (IEEE Trans. Image Process., 2017)

Edge Preserving and Noise Reducing Reconstruction for Magnetic Particle Imaging. - Martin Storath; Christina Brandt; Martin Hofmann 016; Tobias Knopp 001; Johannes Salamon; Alexander Weber 008; Andreas Weinmann (IEEE Trans. Medical Imaging, 2017)

Learning Steerable Filters for Rotation Equivariant CNNs. - Maurice Weiler; Fred A. Hamprecht; Martin Storath (CVPR, 2018)

Variational Regularization of Inverse Problems for Manifold-Valued Data. - Martin Storath; Andreas Weinmann (CoRR, 2018)

Fast Median Filtering for Phase or Orientation Data. - Martin Storath; Andreas Weinmann (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Total Generalized Variation for Manifold-Valued Data. - Kristian Bredies; Martin Holler; Martin Storath; Andreas Weinmann (SIAM J. Imaging Sci., 2018)

Fast Piecewise-Affine Motion Estimation Without Segmentation. - Denis Fortun; Martin Storath; Dennis Rickert; Andreas Weinmann; Michael Unser (IEEE Trans. Image Process., 2018)

Model-Based Learning of Local Image Features for Unsupervised Texture Segmentation. - Martin Kiechle; Martin Storath; Andreas Weinmann; Martin Kleinsteuber (IEEE Trans. Image Process., 2018)

Direct MRI Segmentation from k-Space Data by Iterative Potts Minimization. - Lukas Kiefer; Stefania Petra; Martin Storath; Andreas Weinmann (SSVM, 2019)

Smoothing for signals with discontinuities using higher order Mumford-Shah models. - Martin Storath; Lukas Kiefer; Andreas Weinmann (Numerische Mathematik, 2019)

Total Variation Regularization of Pose Signals With an Application to 3D Freehand Ultrasound. - Marco Esposito; Christoph Hennersperger; Rüdiger Göbl; Laurent Demaret; Martin Storath; Nassir Navab; Maximilian Baust; Andreas Weinmann (IEEE Trans. Medical Imaging, 2019)

Multi-Channel Potts-Based Reconstruction for Multi-Spectral Computed Tomography. - Lukas Kiefer; Stefania Petra; Martin Storath; Andreas Weinmann (CoRR, 2020)

PALMS Image Partitioning - A New Parallel Algorithm for the Piecewise Affine-Linear Mumford-Shah Model. - Lukas Kiefer; Martin Storath; Andreas Weinmann (Image Process. Line, 2020)

Wavelet Sparse Regularization for Manifold-Valued Data. - Martin Storath; Andreas Weinmann (Multiscale Model. Simul., 2020)

An Algorithm for Second Order Mumford-Shah Models Based on a Taylor Jet Formulation. - Lukas Kiefer; Martin Storath; Andreas Weinmann (SIAM J. Imaging Sci., 2020)

An Efficient Algorithm for the Piecewise Affine-Linear Mumford-Shah Model Based on a Taylor Jet Splitting. - Lukas Kiefer; Martin Storath; Andreas Weinmann (IEEE Trans. Image Process., 2020)

Iterative Potts Minimization for the Recovery of Signals with Discontinuities from Indirect Measurements: The Multivariate Case. - Lukas Kiefer; Martin Storath; Andreas Weinmann (Found. Comput. Math., 2021)

Degrees-of-freedom penalized piecewise regression. - Stefan Volz; Martin Storath; Andreas Weinmann (CoRR, 2023)

Low-Dose CT Image Reconstruction by Fine-Tuning a UNet Pretrained for Gaussian Denoising for the Downstream Task of Image Enhancement. - Tim Selig; Thomas März; Martin Storath; Andreas Weinmann (CoRR, 2024)

Smoothing Splines for Discontinuous Signals. - Martin Storath; Andreas Weinmann (J. Comput. Graph. Stat., 2024)

Two-stage Approach for Low-dose and Sparse-angle CT Reconstruction using Backprojection. - Tim Selig; Patrick Bauer; Jürgen Frikel; Thomas März; Martin Storath; Andreas Weinmann (Bildverarbeitung für die Medizin, 2025)

Digitalization in Small-Load-Carrier Management. - Alexander Dobhan; Lars Eberhardt; Markus Haseneder; Heiko Raab; Steffen Rabenstein; Axel Treutlein; Vincent Wahyudi; Martin Storath (ICEIS (1), 2025)

A computer vision system for recognition and defect detection for reusable containers. - Vincent Wahyudi; Cedric C. Ziegler; Matthias Frieß; Stefan Schramm; Constantin Lang; Lars Eberhardt; Fabian Freund; Alexander Dobhan; Martin Storath (Mach. Vis. Appl., 2025)