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Martin Storath

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

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Mar 06, 2024
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Multi-Channel Potts-Based Reconstruction for Multi-Spectral Computed Tomography

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Sep 12, 2020
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Iterative Potts minimization for the recovery of signals with discontinuities from indirect measurements -- the multivariate case

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Dec 03, 2018
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Wavelet Sparse Regularization for Manifold-Valued Data

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Aug 01, 2018
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Variational Regularization of Inverse Problems for Manifold-Valued Data

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Apr 27, 2018
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Learning Steerable Filters for Rotation Equivariant CNNs

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Mar 19, 2018
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Fast Piecewise-Affine Motion Estimation Without Segmentation

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Feb 06, 2018
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Model-based learning of local image features for unsupervised texture segmentation

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Aug 01, 2017
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Mumford-Shah and Potts Regularization for Manifold-Valued Data with Applications to DTI and Q-Ball Imaging

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Oct 07, 2014
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Total variation regularization for manifold-valued data

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Dec 30, 2013
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