Martin Holler

Thomas Pock

SIAM J. Math. Data Sci., 2024

Exact Reconstruction and Reconstruction from Noisy Data with Anisotropic Total Variation.

[BibT_eX]

[DOI]

Benedikt Wirth

SIAM J. Math. Anal., 2024

Gaussian Process Emulators for Few-Shot Segmentation in Cardiac MRI.

[BibT_eX]

[DOI]

CoRR, 2024

On uniqueness in structured model learning.

[BibT_eX]

[DOI]

Erion Morina

CoRR, 2024

On the growth of the parameters of approximating ReLU neural networks.

[BibT_eX]

[DOI]

Erion Morina

CoRR, 2024

2023

A Note on the Regularity of Images Generated by Convolutional Neural Networks.

[BibT_eX]

[DOI]

SIAM J. Math. Data Sci., September, 2023

Accelerometry-Based Classification of Circulatory States During Out-of-Hospital Cardiac Arrest.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., August, 2023

Latent-Space Disentanglement with Untrained Generator Networks for the Isolation of Different Motion Types in Video Data.

[BibT_eX]

[DOI]

Abdullah Abdullah

Karl Kunisch

Malena Sabate Landman

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023

Probabilistic Modeling of Chronological Dates to Serve Machines and Scholars.

[BibT_eX]

[DOI]

Florian Atzenhofer-Baumgartner

Anguelos Nicolaou

Daniel Luger

Proceedings of the Annual International Conference of the Alliance of Digital Humanities Organizations, 2023

A Parameter Identification Approach towards Analyzing Hemodynamics Based on Capnography.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2023

2022

A Generative Variational Model for Inverse Problems in Imaging.

[BibT_eX]

[DOI]

SIAM J. Math. Data Sci., 2022

Nonlinear motion separation via untrained generator networks with disentangled latent space variables and applications to cardiac MRI.

[BibT_eX]

[DOI]

Abdullah

Karl Kunisch

Malena Sabate Landman

CoRR, 2022

2021

Dimension reduction, exact recovery, and error estimates for sparse reconstruction in phase space.

[BibT_eX]

[DOI]

Alexander Schlüter

Benedikt Wirth

CoRR, 2021

2020

A Convex Variational Model for Learning Convolutional Image Atoms from Incomplete Data.

[BibT_eX]

[DOI]

Antonin Chambolle

Thomas Pock

J. Math. Imaging Vis., 2020

2019

Higher-order total variation approaches and generalisations.

[BibT_eX]

[DOI]

CoRR, 2019

Non-smooth variational regularization for processing manifold-valued data.

[BibT_eX]

[DOI]

Andreas Weinmann

CoRR, 2019

2018

Evaluation of Parallel Level Sets and Bowsher's Method as Segmentation-Free Anatomical Priors for Time-of-Flight PET Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2018

Variational Decompression of Image Data From DjVu Encoded Files.

[BibT_eX]

[DOI]

Kamil S. Kazimierski

IEEE Trans. Image Process., 2018

Total Generalized Variation for Manifold-Valued Data.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2018

2017

Joint MR-PET Reconstruction Using a Multi-Channel Image Regularizer.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2017

2015

A TGV-Based Framework for Variational Image Decompression, Zooming, and Reconstruction. Part II: Numerics.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2015

A TGV-Based Framework for Variational Image Decompression, Zooming, and Reconstruction. Part I: Analytics.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2015

Artifact-Free Variational MPEG Decompression.

[BibT_eX]

[DOI]

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2015

2014

On Infimal Convolution of TV-Type Functionals and Applications to Video and Image Reconstruction.

[BibT_eX]

[DOI]

Karl Kunisch

SIAM J. Imaging Sci., 2014

2013

A TGV Regularized Wavelet Based Zooming Model.

[BibT_eX]

[DOI]

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2013

2012

A Total Variation-Based JPEG Decompression Model.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2012

Artifact-Free Decompression and Zooming of JPEG Compressed Images with Total Generalized Variation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, Imaging and Computer Graphics. Theory and Application, 2012

Artifact-free JPEG Decompression with Total Generalized Variation.

[BibT_eX]