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20172026
most citedConvolutional Proximal Neural Networks and Plug-and-Play Algorithms

52 citations · 192 across the 24 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

math.OC2018

Template-Based Image Reconstruction from Sparse Tomographic Data

Lukas F. Lang, Sebastian Neumayer, Ozan Öktem +1

We propose a variational regularisation approach for the problem of template-based image reconstruction from indirect, noisy measurements as given, for instance, in X-ray computed…

math.NA2018★ 12 cited

Regularization of Inverse Problems via Time Discrete Geodesics in Image Spaces

Sebastian Neumayer, Johannes Persch, Gabriele Steidl

This paper addresses the solution of inverse problems in imaging given an additional reference image. We combine a modification of the discrete geodesic path model for image metamo…