Martin Storath

J. Comput. Graph. Stat., 2024

Low-Dose CT Image Reconstruction by Fine-Tuning a UNet Pretrained for Gaussian Denoising for the Downstream Task of Image Enhancement.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Degrees-of-freedom penalized piecewise regression.

[BibT_eX]

[DOI]

Stefan Volz

CoRR, 2023

2021

Iterative Potts Minimization for the Recovery of Signals with Discontinuities from Indirect Measurements: The Multivariate Case.

[BibT_eX]

[DOI]

Found. Comput. Math., 2021

2020

An Efficient Algorithm for the Piecewise Affine-Linear Mumford-Shah Model Based on a Taylor Jet Splitting.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

An Algorithm for Second Order Mumford-Shah Models Based on a Taylor Jet Formulation.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2020

Wavelet Sparse Regularization for Manifold-Valued Data.

[BibT_eX]

[DOI]

Multiscale Model. Simul., 2020

PALMS Image Partitioning - A New Parallel Algorithm for the Piecewise Affine-Linear Mumford-Shah Model.

[BibT_eX]

[DOI]

Image Process. Line, 2020

Multi-Channel Potts-Based Reconstruction for Multi-Spectral Computed Tomography.

[BibT_eX]

[DOI]

CoRR, 2020

2019

Total Variation Regularization of Pose Signals With an Application to 3D Freehand Ultrasound.

[BibT_eX]

[DOI]

Marco Esposito

Christoph Hennersperger

IEEE Trans. Medical Imaging, 2019

Smoothing for signals with discontinuities using higher order Mumford-Shah models.

[BibT_eX]

[DOI]

Numerische Mathematik, 2019

Direct MRI Segmentation from k-Space Data by Iterative Potts Minimization.

[BibT_eX]

[DOI]

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2019

2018

Model-Based Learning of Local Image Features for Unsupervised Texture Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Fast Piecewise-Affine Motion Estimation Without Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Total Generalized Variation for Manifold-Valued Data.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2018

Fast Median Filtering for Phase or Orientation Data.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Variational Regularization of Inverse Problems for Manifold-Valued Data.

[BibT_eX]

[DOI]

CoRR, 2018

Learning Steerable Filters for Rotation Equivariant CNNs.

[BibT_eX]

[DOI]

Maurice Weiler

Fred A. Hamprecht

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Edge Preserving and Noise Reducing Reconstruction for Magnetic Particle Imaging.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2017

Fast Segmentation From Blurred Data in 3D Fluorescence Microscopy.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

2016

Combined Tensor Fitting and TV Regularization in Diffusion Tensor Imaging Based on a Riemannian Manifold Approach.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2016

Joint Segmentation and Shape Regularization With a Generalized Forward-Backward Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Exact Algorithms for L<sup>1</sup>-TV Regularization of Real-Valued or Circle-Valued Signals.

[BibT_eX]

[DOI]

Michael Unser

SIAM J. Sci. Comput., 2016

Mumford-Shah and Potts Regularization for Manifold-Valued Data.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 2016

2015

The L<sup>1</sup>-Potts Functional for Robust Jump-Sparse Reconstruction.

[BibT_eX]

[DOI]

SIAM J. Numer. Anal., 2015

Total variation regularization of shape signals.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Jump-Sparse and Sparse Recovery Using Potts Functionals.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Total Variation Regularization for Manifold-Valued Data.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2014

Fast Partitioning of Vector-Valued Images.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2014

Mumford-Shah and Potts Regularization for Manifold-Valued Data with Applications to DTI and Q-Ball Imaging.

[BibT_eX]

[DOI]

CoRR, 2014

Unsupervised texture segmentation using monogenic curvelets and the Potts model.

[BibT_eX]

[DOI]

Michael Unser

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2012

Signal Analysis based on Complex Wavelet Signs

[BibT_eX]

[DOI]

Peter Massopust

CoRR, 2012

The L1-Potts functional for robust jump-sparse reconstruction.

[BibT_eX]

[DOI]

CoRR, 2012

2011

Directional Multiscale Amplitude and Phase Decomposition by the Monogenic Curvelet Transform.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2011

2010

Steerable Wavelet Frames Based on the Riesz Transform.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2010

The monogenic curvelet transform.

[BibT_eX]

[DOI]