Tobias Kluth

Orcid: 0000-0003-4814-142X

According to our database1, Tobias Kluth authored at least 21 papers between 2012 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Learning-Based Approaches for Reconstructions With Inexact Operators in nanoCT Applications.
IEEE Trans. Computational Imaging, 2024

Dynamic Image Reconstruction with Motion Priors in Application to Three Dimensional Magnetic Particle Imaging.
SIAM J. Imaging Sci., 2024

Data-driven approaches for electrical impedance tomography image segmentation from partial boundary data.
CoRR, 2024

2023
Bayesian view on the training of invertible residual networks for solving linear inverse problems.
CoRR, 2023

Dynamic image reconstruction with motion priors in application to 3D magnetic particle imaging.
CoRR, 2023

Invertible residual networks in the context of regularization theory for linear inverse problems.
CoRR, 2023

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

A simulation framework for particle magnetization dynamics of large ensembles of single domain particles: Numerical treatment of Brown/Néel dynamics and parameter identification problems in magnetic particle imaging.
CoRR, 2020

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

L1 data fitting for robust reconstruction in magnetic particle imaging: quantitative evaluation on Open MPI dataset.
CoRR, 2020

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

2019
<i>β</i>-SLAM: Simultaneous localization and grid mapping with beta distributions.
Inf. Fusion, 2019

2016
An evidential approach to SLAM, path planning, and active exploration.
Int. J. Approx. Reason., 2016

2015
Intrinsic dimensionality in vision: nonlinear filter design and applications.
PhD thesis, 2015

Adaptive Information Selection in Images: Efficient Naive Bayes Nearest Neighbor Classification.
Proceedings of the Computer Analysis of Images and Patterns, 2015

2014
Active Sensorimotor Object Recognition in Three-Dimensional Space.
Proceedings of the Spatial Cognition IX, 2014

Spatial Numerosity: A Computational Model Based on a Topological Invariant.
Proceedings of the Spatial Cognition IX, 2014

Affordance-Based Object Recognition Using Interactions Obtained from a Utility Maximization Principle.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2013
Statistical Invariants of Spatial Form: From Local AND to Numerosity.
Proceedings of the Second Interdisciplinary Workshop The Shape of Things, 2013

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


  Loading...