% This file was created by ZeTeM Website
 
% Tobias Kluth




@INBOOK{Maass2022_b8322,
  author = {Peter Maaß and Sören Dittmer and Tobias Kluth and Johannes Leuschner and Maximilian Schmidt},
  chapter = {Mathematische Architekturen für Neuronale Netze},
  title = {Erfolgsformeln – Anwendungen der Mathematik},
  editor = {Matthias Ehrhardt and Michael Günther and Wil Schilders},
  series = {Mathematische Semesterberichte},
  pages = {190-195},
  publisher = {Springer Verlag},
  year = {2022},
  doi = {10.1007/s00591-022-00325-y}
}


@ARTICLE{Arndt2023_d6b14,
  author = {Clemens Arndt and Alexander Denker and Sören Dittmer and Nick Heilenkötter and Meira Iske and Tobias Kluth and Peter Maaß and Judith Nickel},
  title = {Invertible residual networks in the context of regularization theory for linear inverse problems},
  journal = {Inverse Problems},
  volume = {39},
  number = {12},
  publisher = {IOPscience},
  year = {2023},
  doi = {10.1088/1361-6420/ad0660}
}


@ARTICLE{Albers2022_1819a,
  author = {Hannes Albers and Tobias Knopp and Martin Möddel and Marija Boberg and Tobias Kluth},
  title = {Modeling the magnetization dynamics for large ensembles of immobilized magnetic nanoparticles in multi-dimensional magnetic particle imaging},
  journal = {Journal of Magnetism and Magnetic Materials},
  volume = {543},
  pages = {168534},
  publisher = {Elsevier},
  year = {2022},
  doi = {10.1016/j.jmmm.2021.168534}
}


@ARTICLE{Albers2022_3f5e4,
  author = {Hannes Albers and Tobias Kluth and Tobias Knopp},
  title = {Simulating magnetization dynamics of large ensembles of single domain nanoparticles: Numerical study of Brown/Néel dynamics and parameter identification problems in magnetic particle imaging},
  journal = {Journal of Magnetism and Magnetic Materials},
  volume = {541},
  pages = {168508},
  publisher = {Elsevier},
  year = {2022},
  doi = {10.1016/j.jmmm.2021.168508}
}


@ARTICLE{Dittmer2021_03824,
  author = {Sören Dittmer and Tobias Kluth and Mads Henriksen and Peter Maaß},
  title = {Deep image prior for 3D magnetic particle imaging: A quantitative comparison of regularization techniques on Open MPI dataset},
  journal = {International Journal on Magnetic Particle Imaging},
  volume = {7},
  number = {1},
  year = {2021}
}


@ARTICLE{Moeddel2021_b53f2,
  author = {Martin Möddel and Florian Griese and Tobias Kluth and Tobias Knopp},
  title = {Estimating the Spatial Orientation of Immobilized Magnetic Nanoparticles with Parallel-Aligned Easy Axes},
  journal = {Physical Review Applied},
  volume = {16},
  number = {4},
  pages = {L041003},
  year = {2021}
}


@ARTICLE{Kluth2020_84adf,
  author = {Tobias Kluth and Christine Bathke and Ming Jiang and Peter Maaß},
  title = {Joint super-resolution image reconstruction and parameter identification in imaging operator: Analysis of bilinear operator equations, numerical solution, and application to magnetic particle imaging},
  journal = {Inverse Problems},
  volume = {36},
  number = {12},
  year = {2020},
  doi = {https://doi.org/10.1088/1361-6420/abc2fe}
}


@ARTICLE{Kluth2020_a8824,
  author = {Tobias Kluth and Bangti Jin},
  title = {L1 data fitting for robust reconstruction in magnetic particle imaging: quantitative evaluation on Open MPI dataset},
  journal = {International Journal on Magnetic Particle Imaging},
  year = {2020},
  doi = {10.18416/IJMPI.2020.2012001 }
}


@ARTICLE{Kluth2020_3d61d,
  author = {Tobias Kluth},
  title = {Recent developments on system function/matrix representation, hybrid simulation techniques, and magnetic actuation},
  journal = {International Journal on Magnetic Particle Imaging},
  volume = {6},
  number = {1},
  year = {2020},
  doi = {https://journal.iwmpi.org/index.php/iwmpi/article/view/327}
}


@ARTICLE{Dittmer2020_7ca2a,
  author = {Sören Dittmer and Tobias Kluth and Peter Maaß and Daniel Otero Baguer},
  title = {Regularization by architecture: A deep prior approach for inverse problems},
  journal = {Journal of Mathematical Imaging and Vision},
  volume = {62},
  number = {3},
  pages = {456-470},
  publisher = {Springer Verlag},
  year = {2020},
  doi = {10.1007/s10851-019-00923-x}
}

 
@UNPUBLISHED{Kluth2020_8e0ff,
  author = {Tobias Kluth and Hannes Albers},
  title = {Simulation of non-linear magnetization effects and parameter identification problems in magnetic particle imaging.},
  journal = {Oberwolfach Reports}
}


@ARTICLE{Clemens2019_b64bb,
  author = {Joachim Clemens and Tobias Kluth and Thomas Reineking},
  title = {β - SLAM: Simultaneous Localization an Grid Mapping with Beta Distributions},
  journal = {Information Fusion},
  volume = {52},
  pages = {62-75},
  publisher = {Elsevier},
  year = {2019},
  doi = {10.1016/j.inffus.2018.11.005}
}


@ARTICLE{Kluth2019_55d29,
  author = {Tobias Kluth and Bangti Jin},
  title = {Enhanced Reconstruction in Magnetic Particle Imaging by Whitening and Randomized SVD Approximation},
  journal = {Physics in Medicine and Biology},
  annote = {Article ID 125026},
  volume = {64},
  number = {12},
  year = {2019},
  doi = {10.1088/1361-6560/ab1a4f}
}


@ARTICLE{Kluth2019_7d3f6,
  author = {Tobias Kluth and Patryk Szwargulski and Tobias Knopp},
  title = {Towards Accurate Modeling of the Multidimensional Magnetic Particle Imaging Physics},
  journal = {New Journal of Physics},
  annote = {Article ID 10303},
  volume = {21},
  pages = {10 pp.},
  year = {2019}
}


@ARTICLE{Kluth2018_03539,
  author = {Tobias Kluth},
  title = {Mathematical models for magnetic particle imaging},
  journal = {Inverse Problems},
  volume = {34},
  number = {8},
  year = {2018},
  doi = {10.1088/1361-6420/aac535}
}


@ARTICLE{Kluth2018_d9b4a,
  author = {Tobias Kluth and Bangti Jin and Guanglian Li},
  title = {On the Degree of Ill-Posedness of Multi-Dimensional Magnetic Particle Imaging},
  journal = {Inverse Problems},
  volume = {34},
  number = {9},
  year = {2018},
  doi = {10.1088/1361-6420/aad015}
}


@ARTICLE{Bathke2017_76371,
  author = {Christine Bathke and Tobias Kluth and Christina Brandt and Peter Maaß},
  title = {Improved image reconstruction in magnetic particle imaging using structural a priori information},
  journal = {International Journal on Magnetic Particle Imaging},
  annote = {Article ID 1703015,},
  volume = {3},
  number = {1},
  pages = {10 pages},
  year = {2017},
  doi = {10.18416/ijmpi.2017.1703015}
}


@ARTICLE{Kluth2017_f47d3,
  author = {Tobias Kluth and Peter Maaß},
  title = {Model uncertainty in magnetic particle imaging: Nonlinear problem formulation and model-based sparse reconstruction},
  journal = {International Journal on Magnetic Particle Imaging},
  annote = {Article ID 1707004},
  volume = {3},
  number = {2},
  pages = {10 pages},
  year = {2017},
  doi = {10.18416/ijmpi.2017.1707004}
}


@ARTICLE{Clemens2016_a636d,
  author = {Joachim Clemens and Thomas Reineking and Tobias Kluth},
  title = {An evidential approach to SLAM, path planning, and active exploration},
  journal = {International Journal of Approximate Reasoning},
  volume = {73},
  pages = {1-26},
  year = {2016}
}


@ARTICLE{Kluth2016_da1c4,
  author = {Tobias Kluth and Christoph Zetzsche},
  title = {Numerosity as a topological invariant},
  journal = {Journal of Vision},
  volume = {16},
  number = {3},
  pages = {1-39},
  year = {2016}
}


@ARTICLE{Gehre2014_f37a8,
  author = {Matthias Gehre and Tobias Kluth and Christiana Sebu and Peter Maaß},
  title = {Sparse 3D reconstructions in electrical impedance tomography using real data},
  journal = {Inverse Problems in Science and Engineering},
  volume = {22},
  number = {1},
  pages = {31-44},
  publisher = {Taylor & Francis},
  year = {2014},
  doi = {10.1080/17415977.2013.827183}
}


@ARTICLE{Gehre2012_f479a,
  author = {Matthias Gehre and Tobias Kluth and Antti Lipponen and Bangti Jin and Aku Seppänen and Jari P. Kaipio and Peter Maaß},
  title = {Sparsity Reconstruction in Electrical Impedance Tomography: An Experimental Evaluation},
  journal = {Journal of Computational and Applied Mathematics},
  volume = {236},
  number = {8},
  pages = {2126-2136},
  year = {2012},
  doi = {10.1016/j.cam.2011.09.035}
}


@PHDTHESIS{Kluth2015_cb307,
  author = {Tobias Kluth},
  title = {Intrinsic dimensionality in vision: Nonlinear filter design and applications},
  school = {Universität Bremen},
  year = {2015}
}


@CONFERENCE{Nitzsche2022_a1f9c,
  author = {Marius Nitzsche and Hannes Albers and Tobias Kluth and Bernadette Hahn},
  title = {Compensating model imperfections during image reconstruction via resesop},
  booktitle = {International Workshop on Magnetic Particle Imaging, 21.03.-23.03.2022, University of Würzburg, Deutschland},
  volume = {8},
  number = {1},
  pages = {4 pages},
  year = {2022},
  doi = {10.18416/IJMPI.2022.2203062}
}


@CONFERENCE{Albers2022_df0fb,
  author = {Hannes Albers and Tobias Kluth},
  title = {Immobilized nanoparticles with uniaxial anisotropy in multi-dimensional lissajous-type excitation: An equilibrium model approach},
  booktitle = {International Workshop on Magnetic Particle Imaging, 21.03.-23.03.2022, University of Würzburg, Deutschland},
  volume = {8},
  number = {1},
  pages = {4 pages},
  year = {2022},
  doi = {10.18416/IJMPI.2022.2203048 }
}


@CONFERENCE{Dittmer2020_7f9d5,
  author = {Sören Dittmer and Tobias Kluth and Daniel Otero Baguer and Bolko Maass},
  title = {A Deep Prior Approach to Magnetic Particle Imaging},
  booktitle = {Machine Learning for Medical Image Reconstruction 2020},
  pages = {113-122},
  year = {2020},
  doi = {10.1007/978-3-030-61598-7_11}
}


@CONFERENCE{Moeddel2020_ba886,
  author = {Martin Möddel and Florian Griese and Tobias Kluth and Tobias Knopp},
  title = {Estimating orientation using multi-contrast MPI},
  booktitle = {10th International Workshop on Magnetic Particle Imaging 2020, Würzburg, 07.09.-09.09.2020},
  volume = {6},
  number = {2},
  pages = {3 pages},
  year = {2020},
  doi = {10.18416/IJMPI.2020.2009023 }
}


@CONFERENCE{Albers2020_f75a3,
  author = {Hannes Albers and Tobias Kluth and Tobias Knopp},
  title = {MNPDynamics: A computational toolbox for simulating magnetic moment behavior of ensembles of nanoparticles},
  booktitle = {10th International Workshop on Magnetic Particle Imaging 2020, Würzburg, 07.09.-09.09.2020},
  volume = {6},
  number = {2},
  pages = {3 pages},
  year = {2020},
  doi = {10.18416/IJMPI.2020.2009020 }
}


@CONFERENCE{Kluth2020_1abb5,
  author = {Tobias Kluth and Patryk Szwargulski and Tobias Knopp},
  title = {Towards accurate modeling of the multidimensional MPI physics},
  booktitle = {10th International Workshop on Magnetic Particle Imaging 2020, Würzburg, 07.09.-09.09.2020},
  volume = {6},
  number = {2},
  pages = {2 pages},
  year = {2020},
  doi = {10.18416/IJMPI.2020.2009004 }
}


@CONFERENCE{Kluth2019_6d024,
  author = {Tobias Kluth and Bernadette Hahn and Christina Brandt},
  title = {Spatio-temporal concentration reconstruction using motion priors in magnetic particle imaging},
  booktitle = {International Workshop on Magnetic Particle Imaging 2019},
  pages = {23-24, Infinite Science Publishing},
  year = {2019}
}


@CONFERENCE{Kluth2018_41895,
  author = {Tobias Kluth and Bangti Jin},
  title = {Exploiting Ill-Posedness in Magnetic Particle Imaging - System Matrix Approximation via Randomized SVD},
  booktitle = {International Workshop on Magnetic Particle Imaging 2018},
  pages = {127-128, Infinite Science Publishing},
  year = {2018}
}


@CONFERENCE{Floetotto2018_40910,
  author = {Janna Flötotto and Tobias Kluth and Martin Möddel and Tobias Knopp and Peter Maaß},
  title = {Improving Generalization Properties of Measured System Matrices by Using Regularized Total Least Squares Reconstruction in MPI},
  booktitle = {International Workshop on Magnetic Particle Imaging 2018},
  pages = {53-54, Infinite Science Publishing},
  year = {2018}
}


@CONFERENCE{Bathke2018_cdb54,
  author = {Christine Bathke and Tobias Kluth and Peter Maaß},
  title = {MPI Reconstruction Using Structural Prior Information and Sparsity},
  booktitle = {International Workshop on Magnetic Particle Imaging 2018},
  pages = {129-130, Infinite Science Publishing},
  year = {2018}
}


@CONFERENCE{Bathke2017_76371,
  author = {Christine Bathke and Tobias Kluth and Christina Brandt and Peter Maaß},
  title = {Improved image reconstruction in magnetic particle imaging using structural a priori information},
  booktitle = {International Workshop on Magnetic Particle Imaging 2017},
  pages = {85, Infinite Science Publishing},
  year = {2017}
}


@CONFERENCE{Kluth2017_4244a,
  author = {Tobias Kluth and Peter Maaß},
  title = {Model uncertainty in magnetic particle iamging: Motivating nonlinear problems by model-based sparse reconstruction},
  booktitle = {International Workshop on Magnetic Particle Imaging 2017},
  pages = {83, Infinite Science Publishing},
  year = {2017}
}


@CONFERENCE{Reineking2015_9d89b,
  author = {Thomas Reineking and Tobias Kluth and David Nakath},
  title = {Adaptive information selection in images: Efficient naive bayes nearest neighbor classification},
  booktitle = {16th  International Conference on Computer Analysis of Images and Patterns, Valetta, Malta, 2016, London, Großbritannien},
  volume = {9256},
  pages = {350-361},
  year = {2015},
  doi = {10.1007/978-3-319-23192-1_29}
}


@CONFERENCE{Nakath2014_ec0f2,
  author = {David Nakath and Tobias Kluth and Thomas Reineking and Christoph Zetzsche and Kerstin Schill},
  title = {Active sensorimotor object recognition in three-dimensional space},
  booktitle = {Spatial Cognition IX, 2014},
  pages = {312-324},
  year = {2014}
}


@CONFERENCE{Kluth2014_1a759,
  author = {Tobias Kluth and David Nakath and Thomas Reineking and Christoph Zetzsche and Kerstin Schill},
  title = {Affordance-based object recognition using interactions obtained from a utility maximization principle},
  booktitle = { European Conference on Computer Vision, 2014},
  pages = {406-412},
  year = {2014}
}


@CONFERENCE{Kluth2014_429c0,
  author = {Tobias Kluth and Christoph Zetzsche},
  title = {Spatial numerosity: A computational model based on a topological invariant},
  booktitle = {Spatial Cognition IX, 2014},
  pages = {237-252},
  year = {2014}
}


@CONFERENCE{Zetzsche2013_af2df,
  author = {Christoph Zetzsche and Konrad Gadzicki and Tobias Kluth},
  title = {Statistical Invariants of Spatial Form: From Local AND to Numerosity},
  booktitle = {Second Interdisciplinary Workshop The Shape of Things, 2013},
  pages = {163-172},
  year = {2013}
}


@CONFERENCE{Eberhardt2012_a1245,
  author = {Sven Eberhardt and Tobias Kluth and Christoph Zetzsche and Kerstin Schill},
  title = {From Pattern Recognition to Place Detection.},
  booktitle = {International Workshop on Place-related Knowledge Acquisition Research (P-KAR), 2012},
  pages = {39-44},
  year = {2012}
}