Fast Piecewise-Affine Motion Estimation Without Segmentation

Denis Fortun, Martin Storath, Dennis Rickert +2

Model-based learning of local image features for unsupervised texture segmentation

Martin Kiechle, Martin Storath, Andreas Weinmann +1

Learning Steerable Filters for Rotation Equivariant CNNs

Maurice Weiler, Fred A. Hamprecht, Martin Storath

Total variation regularization for manifold-valued data

Andreas Weinmann, Laurent Demaret, Martin Storath

Bolus arrival time estimation in dynamic contrast-enhanced magnetic resonance imaging of small animals based on spline models

Alina L. Bendinger, Charlotte Debus, Christin Glowa +3

The L1-Potts functional for robust jump-sparse reconstruction

Andreas Weinmann, Martin Storath, Laurent Demaret

Wavelet Sparse Regularization for Manifold-Valued Data

Martin Storath, Andreas Weinmann

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

Martin Storath, Lukas Kiefer, Andreas Weinmann

The paper investigates higher‑order Mumford‑Shah models for smoothing one‑dimensional signals with discontinuities while preserving polynomial trends, and provides fast quadratic‑t…

Signal Analysis based on Complex Wavelet Signs

Martin Storath, Laurent Demaret, Peter Massopust

Jump-sparse and sparse recovery using Potts functionals

Martin Storath, Andreas Weinmann, Laurent Demaret