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Efficient Data Optimisation for Harmonic Inpainting with Finite Elements


May 04, 2021
Vassillen Chizhov, Joachim Weickert

* 10 pages, 3 figures 

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Translating Numerical Concepts for PDEs into Neural Architectures


Mar 29, 2021
Tobias Alt, Pascal Peter, Joachim Weickert, Karl Schrader

* To appear in A. Elmoataz, J. Fadili, Y. Queau, J. Rabin, L. Simon (Eds.): Scale Space and Variational Methods in Computer Vision. Lecture Notes in Computer Science, Springer, Cham, 2021 

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Multi-frame Super-resolution from Noisy Data


Mar 25, 2021
Kireeti Bodduna, Joachim Weickert


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JPEG Meets PDE-based Image Compression


Feb 05, 2021
Sarah Andris, Joachim Weickert, Tobias Alt, Pascal Peter


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JPEG meets PDE-based Image Compression


Feb 01, 2021
Sarah Andris, Joachim Weickert, Tobias Alt, Pascal Peter


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Learning Integrodifferential Models for Image Denoising


Oct 21, 2020
Tobias Alt, Joachim Weickert


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Translating Diffusion, Wavelets, and Regularisation into Residual Networks


Feb 07, 2020
Tobias Alt, Joachim Weickert, Pascal Peter


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Robustness of Brain Tumor Segmentation


Dec 26, 2019
Sabine Müller, Joachim Weickert, Norbert Graf

* 23 pages, 10 figures 

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Variational Coupling Revisited: Simpler Models, Theoretical Connections, and Novel Applications


Dec 12, 2019
Aaron Wewior, Joachim Weickert


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Learning a Generic Adaptive Wavelet Shrinkage Function for Denoising


Oct 22, 2019
Tobias Alt, Joachim Weickert


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Object Segmentation Tracking from Generic Video Cues


Oct 05, 2019
Amirhossein Kardoost, Sabine Müller, Joachim Weickert, Margret Keuper


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Stable Backward Diffusion Models that Minimise Convex Energies


Mar 08, 2019
Leif Bergerhoff, Marcelo Cárdenas, Joachim Weickert, Martin Welk


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Space-Filling Curve Indices as Acceleration Structure for Exemplar-Based Inpainting


Dec 18, 2017
Tim Dahmen, Patrick Trampert, Joachim Weickert, Philipp Slusallek

* submitted to IEEE Transactions on Image Processing as a Regular Paper 

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Optimising Spatial and Tonal Data for PDE-based Inpainting


Jun 15, 2015
Laurent Hoeltgen, Markus Mainberger, Sebastian Hoffmann, Joachim Weickert, Ching Hoo Tang, Simon Setzer, Daniel Johannsen, Frank Neumann, Benjamin Doerr


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