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


Sep 12, 2020
Lukas Kiefer, Stefania Petra, Martin Storath, Andreas Weinmann

* 33 pages, 10 figures 

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Iterative Potts minimization for the recovery of signals with discontinuities from indirect measurements -- the multivariate case


Dec 03, 2018
Lukas Kiefer, Martin Storath, Andreas Weinmann

* 42 pages, 5 figures 

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Wavelet Sparse Regularization for Manifold-Valued Data


Aug 01, 2018
Martin Storath, Andreas Weinmann


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Variational Regularization of Inverse Problems for Manifold-Valued Data


Apr 27, 2018
Martin Storath, Andreas Weinmann


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Learning Steerable Filters for Rotation Equivariant CNNs


Mar 19, 2018
Maurice Weiler, Fred A. Hamprecht, Martin Storath

* Camera ready version, accepted for CVPR 2018 

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Fast Piecewise-Affine Motion Estimation Without Segmentation


Feb 06, 2018
Denis Fortun, Martin Storath, Dennis Rickert, Andreas Weinmann, Michael Unser


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


Aug 01, 2017
Martin Kiechle, Martin Storath, Andreas Weinmann, Martin Kleinsteuber


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


Oct 07, 2014
Andreas Weinmann, Laurent Demaret, Martin Storath


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Total variation regularization for manifold-valued data


Dec 30, 2013
Andreas Weinmann, Laurent Demaret, Martin Storath


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