Peter Maass

According to our database1, Peter Maass authored at least 53 papers between 1992 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2022
StainCUT: Stain Normalization with Contrastive Learning.
J. Imaging, 2022

PatchNR: Learning from Small Data by Patch Normalizing Flow Regularization.
CoRR, 2022

2021
Quantitative Comparison of Deep Learning-Based Image Reconstruction Methods for Low-Dose and Sparse-Angle CT Applications.
J. Imaging, 2021

Conditional Invertible Neural Networks for Medical Imaging.
J. Imaging, 2021

Deeply Supervised UNet for Semantic Segmentation to Assist Dermatopathological Assessment of Basal Cell Carcinoma.
J. Imaging, 2021

Regularized Orthogonal Nonnegative Matrix Factorization and K-means Clustering.
CoRR, 2021

Is Deep Image Prior in Need of a Good Education?
CoRR, 2021

Generalization of the Change of Variables Formula with Applications to Residual Flows.
CoRR, 2021

Deeply supervised UNet for semantic segmentation to assist dermatopathological assessment of Basal Cell Carcinoma (BCC).
CoRR, 2021

2020
Singular Values for ReLU Layers.
IEEE Trans. Neural Networks Learn. Syst., 2020

Regularization by Architecture: A Deep Prior Approach for Inverse Problems.
J. Math. Imaging Vis., 2020

Deep image prior for 3D magnetic particle imaging: A quantitative comparison of regularization techniques on Open MPI dataset.
CoRR, 2020

Ground Truth Free Denoising by Optimal Transport.
CoRR, 2020

Joint super-resolution image reconstruction and parameter identification in imaging operator: Analysis of bilinear operator equations, numerical solution, and application to magnetic particle imaging.
CoRR, 2020

Error analysis for filtered back projection reconstructions in Besov spaces.
CoRR, 2020

A Deep Prior Approach to Magnetic Particle Imaging.
Proceedings of the Machine Learning for Medical Image Reconstruction, 2020

2019
Deep Relevance Regularization: Interpretable and Robust Tumor Typing of Imaging Mass Spectrometry Data.
CoRR, 2019

The LoDoPaB-CT Dataset: A Benchmark Dataset for Low-Dose CT Reconstruction Methods.
CoRR, 2019

A Projectional Ansatz to Reconstruction.
CoRR, 2019

Supervised non-negative matrix factorization methods for MALDI imaging applications.
Bioinform., 2019

Solving inverse problems using data-driven models.
Acta Numer., 2019

Joint Bi-Modal Image Reconstruction Of Dot And Xct With An Extended Mumford-Shah Functional.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

On the Connection Between Adversarial Robustness and Saliency Map Interpretability.
Proceedings of the 36th International Conference on Machine Learning, 2019

2018
A Survey on Surrogate Approaches to Non-negative Matrix Factorization.
CoRR, 2018

Analysis of Invariance and Robustness via Invertibility of ReLU-Networks.
CoRR, 2018

Deep learning for tumor classification in imaging mass spectrometry.
Bioinform., 2018

2016
Descent gradient methods for nonsmooth minimization problems in ill-posed problems.
J. Comput. Appl. Math., 2016

2015
FPGA Acceleration for Simultaneous Image Reconstruction and Segmentation based on the Mumford-Shah Regularization (Abstract Only).
Proceedings of the 2015 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2015

2014
Signal representation, uncertainty principles and localization measures.
Adv. Comput. Math., 2014

Numerical experiments with MALDI Imaging data.
Adv. Comput. Math., 2014

FPGA Acceleration for Simultaneous Medical Image Reconstruction and Segmentation.
Proceedings of the 22nd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2014

2012
Magnification of Label Maps With a Topology-Preserving Level-Set Method.
IEEE Trans. Image Process., 2012

On the Importance of Mathematical Methods for Analysis of MALDI-Imaging Mass Spectrometry Data.
J. Integr. Bioinform., 2012

Sparsity reconstruction in electrical impedance tomography: An experimental evaluation.
J. Comput. Appl. Math., 2012

3D Visualisierung von Organismen.
Proceedings of the 57. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie, 42. Jahrestagung der Gesellschaft für Informatik, Was bewegt uns in der/die Zukunft?, 2012

A Two-Step Soft Segmentation Procedure for MALDI Imaging Mass Spectrometry Data.
Proceedings of the German Conference on Bioinformatics 2012, 2012

2010
Adaptive wavelet methods and sparsity reconstruction for inverse heat conduction problems.
Adv. Comput. Math., 2010

2009
A generalized conditional gradient method and its connection to an iterative shrinkage method.
Comput. Optim. Appl., 2009

Biomarker discovery in MALDI-TOF serum protein profiles using discrete wavelet transformation.
Bioinform., 2009

2008
Condition monitoring of linear guideways using a matched wavelet approach.
Signal Process., 2008

The Uncertainty Principle Associated with the Continuous Shearlet Transform.
Int. J. Wavelets Multiresolution Inf. Process., 2008

A convex optimisation approach to robust observer-based H<sub>∞</sub> control design of linear parameter-varying delayed systems.
Int. J. Model. Identif. Control., 2008

2006
An Optimal Control Problem in Medical Image Processing.
Proceedings of the Systems, 2006

2003
Reconstruction of Wideband Reflectivity Densities by Wavelet Transforms.
Adv. Comput. Math., 2003

2001
An adaptive discretization for Tikhonov-Phillips regularization with a posteriori parameter selection.
Numerische Mathematik, 2001

2000
Detection and classification of material attributes-a practical application of wavelet analysis.
IEEE Trans. Signal Process., 2000

A two-layered wavelet-based algorithm for efficient lossless and lossy image compression.
IEEE Trans. Circuits Syst. Video Technol., 2000

1999
Fast CG-Based Methods for Tikhonov-Phillips Regularization.
SIAM J. Sci. Comput., 1999

1997
Wavelets - theory and applications.
Pure and applied mathematics, Wiley, ISBN: 978-0-471-96792-7, 1997

1996
Wavelet-accelerated regularization methods for hyperthermia treatment planning.
Int. J. Imaging Syst. Technol., 1996

1994
Wavelets - Theorie und Anwendungen.
Teubner Studienbücher Mathematik, Teubner, ISBN: 978-3-519-02094-3, 1994

1993
Contour reconstruction in 3-D X-ray CT.
IEEE Trans. Medical Imaging, 1993

1992
Tomographic methods for 2D reconstruction with the double crystal diffractometer.
IMPACT Comput. Sci. Eng., 1992


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