Research Areas
- Inverse Problems
- Mathematical Imaging
- Medical Imaging
- Mathematical Modelling and Simulation in Biomedicine
- Partial Differential Equations
Research AG Imaging
Projects
- NoMADS – Nonlocal Methods for Arbitrary Data Sources ( – )
EU-Project Hosted outside the University of Münster: EC H2020 - Marie Skłodowska-Curie Actions - Research and Innovation Staff Exchange | Project Number: 777826 - MED4D – Verbundprojekt MED4D: Dynamische Medizinische Bildgebung: Modellierung und Analyse medizinischer Daten für verbesserte Diagnose, Überwachung und Arzneimittelentwicklung ( – )
participations in bmbf-joint project: Federal Ministry of Education and Research | Project Number: 05M16PMB - EXC 1003 C5 - Whole-Body Imaging of Awake Organisms ( – )
Subproject in DFG-Joint Project Hosted at the University of Münster: DFG - Cluster of Excellence | Project Number: EXC1003/1 - EXC 1003 A6 - Motion Analysis in Cellular Systems ( – )
Subproject in DFG-Joint Project Hosted at the University of Münster: DFG - Cluster of Excellence | Project Number: EXC1003/1 - EXC 1003 B2 - Regulation of Vascular Permeability and Leukocyte Extravasation ( – )
Subproject in DFG-Joint Project Hosted at the University of Münster: DFG - Cluster of Excellence | Project Number: EXC1003/1 - LifeInverse – Variational Methods for Dynamic Inverse Problems in the Life Sciences ( – )
EU-Project Hosted at University the of Münster: EU FP 7 - ERC Consolidator Grants | Project Number: 615216 - CoS-MRXI – SPP 1798 - subproject: CoS-MRXI - Compressed sensing for magnetorelaxometry imaging of magnetic nanoparticles ( – )
Subproject in DFG-Joint Project Hosted outside the University of Münster: DFG - Priority Programme | Project Number: BU 2327/12-1 - DAAD Exchange Service: PPP Finnland 2015 - Bayesian Inverse Problems in Banach Space ( – )
Individual Granted Project: German Academic Exchange Service | Project Number: 57162894 - Inverse Problems for Drift-Diffusion Equations with Applications to Chemotaxis and Synthetic Nanopores
( – )
Individual Granted Project: Daimler und Benz Stiftung | Project Number: 32-09/12 - SFB 656 B02 – CRC 656 B02 - PET reconstructions of thin structures and their validation ( – )
Subproject in DFG-Joint Project Hosted at the University of Münster: DFG - Collaborative Research Centre - EXC 1003 FF-2014-06 – Analysis of cell-cell interactions during neuronal migration in the developing cortex by live cell imaging and cell shape quantification ( – )
Subproject in DFG-Joint Project Hosted at the University of Münster: DFG - Cluster of Excellence - HYPERMATH – Verbundprojekt 05M2013 - HYPERMATH: Hyperspectral Imaging: mathematische Methoden für Innovationen in der Medizin und Industrie ( – )
participations in bmbf-joint project: Federal Ministry of Education and Research | Project Number: 05M13PMC - Direkte und Inverse Probleme nichtlinearer Drift-Diffusionsgleichungen
( – )
Own Resources Project - First Applied Mathematics Symposium Münster "Variational Methods for Dynamics Inverse Problems and Imaging" ( – )
Scientific Event: Participation / conference fees - Summerschool on Inverse Problems, Münster, 22.-25.09.2015 ( – )
Scientific Event: Participation / conference fees - "Sparsity constrained inversion with tomographic applications" ( – )
Individual Granted Project: DFG - Individual Grants Programme | Project Number: BU 2327/6 - SFB 656 C03 – CRC 656 C03 - Ultrasound-based molecular imaging ( – )
Subproject in DFG-Joint Project Hosted at the University of Münster: DFG - Collaborative Research Centre - Multiscale simulation of ion transport through biological and synthetic channels ( – )
Individual Granted Project: VolkswagenStiftung | Project Number: I/83 928 - SPP 1253 Optimization with Partial Differential Equitations - Optimal control of self-consistent classical and quantum particle systems ( – )
Subproject in DFG-Joint Project Hosted outside the University of Münster: DFG - Priority Programme | Project Number: 569012 - Multiscale Methods for l1-type regularizations ( – )
participations in other joint project: German Academic Exchange Service - Nonlinear mass-preserving registration for magnetic resonance imaging (MRI) and positron emission tomography (PET) ( – )
Individual Granted Project: DFG - Individual Grants Programme | Project Number: BU 2327/8-1 - Regularization with singular energies ( – )
Individual Granted Project: DFG - Individual Grants Programme | Project Number: BU 2327/2-1 - Verbundprojekt INVERS: Teilprojekt TV-Regularisierung, Segmentierung und Cartoon-Rekonstruktion in der Nanoskopie ( – )
participations in bmbf-joint project: Federal Ministry of Education and Research | Project Number: 03BUPAH3 - Computational methods for identifying ischemic heart disease ( – )
participations in other joint project: German Academic Exchange Service - CRC 656 PM06 - Nonlinear Variational Model for Improved Quantification of Myocardial Blood Flow using Dynamic H215O-PET ( – )
Subproject in DFG-Joint Project Hosted at the University of Münster: DFG - Collaborative Research Centre
Latest Publications
- . . ‘Deep learning predicts therapy-relevant genetics in acute myeloid leukemia from Pappenheim-stained bone marrow smears.’ Blood Advances 8, No. 1: 70–79. doi: 10.1182/bloodadvances.2023011076.
- . . ‘Dimension reduction, exact recovery, and error estimates for sparse reconstruction in phase space.’ Applied and Computational Harmonic Analysis 70: 101631. doi: 10.1016/j.acha.2024.101631.
- . . ‘Solving the Plane-Sphere Ambiguity in Top-Down Structure-from-Motion.’ Contributed to the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii. [accepted / in Press (not yet published)]
- . . ‘Human fertilization in vivo and in vitro requires the CatSper channel to initiate sperm hyperactivation.’ Journal of Clinical Investigation 134, No. 1. doi: 10.1172/JCI173564.
- . . ‘Trail using ants follow idiosyncratic routes in complex landscapes.’ Learning and Behavior s13420-023-00615. doi: https://doi.org/10.3758/s13420-023-00615-y.
- . . ‘CATER: Combined Animal Tracking & Environment Reconstruction.’ Science advances 9, No. 16: eadg2094.
- . . ‘Tracking Tiny Insects in Cluttered Natural Environments using Refinable Recurrent Neural Networks.’ Contributed to the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii. [accepted / in Press (not yet published)]
- . . ‘The Impact of Activation Sparsity on Overfitting in Convolutional Neural Networks.’ In The Impact of Activation Sparsity on Overfitting in Convolutional Neural Networks.: Springer International Publishing.
- . . ‘Embedded Dense Camera Trajectories in Multi-Video Image Mosaics by Geodesic Interpolation-based Reintegration.’ Contributed to the Winter Conference on Applications of Computer Vision, Waikoloa, Hawaii.
- . . ‘Towards Visual Insect Camera Traps.’ Contributed to the International Conference on Pattern Recognition (ICPR) Workshop on Visual observation and analysis of Vertebrate And Insect Behavior (VAIB), Milan.
Supervised Postdoctoral Study
| Wolters, Carsten | Finite Element Method based Electro- and Magnetoencephalography Source Analysis in the Human Brain (kumulative Habilitationsschrift) |
Supervised Doctoral Studies
| Foecke, Janic | Image Reconstruction in MRXI | |
| Frerking, Lena | Variational Methods for Direct and Indirect Tracking in Dynamic Imaging | |
| Lucka, Felix | Bayesian Inversion in Biomedical Imaging | |
| Wagner, Sven | Optimizing tCS and TMS multi-sensor setups using realistic head models | |
| Wagner, Sven | Optimizing tCS and TMS multi-sensor setups using realistic head models | |
| Wagner, Sven | Optimizing tCS and TMS multi-sensor setups us-ing realistic head models | |
| Dirks, Hendrik | Variational Methods for Joint Motion Estimation and Image Reconstruction | |
| Suhr, Sebastian | Variational Methods for Combined Image and Motion Estimation | |
| Lucka, Felix | Bayesian Inversion in Biomedical Imaging | |
| Lucka, Felix | Bayesian Inversion in Biomedical Imaging | |
| Heins, Pia | Reconstruction Using Local Sparsity - A Novel Regularization Technique and an Asymptotic Analysis of Local Sparsity Priors | |
| Lanfer, Benjamin | Automatic Generation of Volume Conductor Models of the Human Head for EEG Source Analysis | |
| Jan Hegemann | Efficient Evolution Algorithms for Embedded Interfaces | |
| Müller, Jahn Philipp | Advanced Image Reconstruction and Denoising: Bregmanized (Higher order) Total Variation and Application in PET | |
| Fouego Awounkeng, Marcisse | Optimal Control of Transient Drift-Diffusion and Nonlinear Schrödinger-Poisson Problems | |
| Louise Reips | Parameter Identification in Medical Imaging | |
| Ruthotto, Lars | Hyperelastic Image Registration - Theory, Numerical Mehods, and Applications | |
| Möller, Michael | Multiscale Methods for (Generalized) Sparse Recovery and Applications in High Dimensional Imaging | |
| Franek, Marzena | Variational Methods using Transport Metrics and Applications | |
| Sawatzky, Alex | (Nonlocal) Total Variation in Medical Imaging | |
| Meuth, Patrick | Thalamic neurons in silico | |
| Benning, Martin | Singular Regularization of Inverse Problems: Bergman Distances and their Applications to Variational Frameworks with Singular Regularization Energies | |
| Schlake, Bärbel | Mathematical Models for Particle Transport: Crowded Motion | |
| Brune, Christoph | 4D Imaging in Tomography and Optical Nanoscopy | |
| Kattrin Arning | Mathematical Modelling and Simulation of Ion Channels | |
| Marie-Therese Wolfram | Forward and Inverse Solvers for Electrodiffusion Systems | |
| Hackl, Benjamin | Shape Variations, Level Set and Phase-field Methods for Perimeter Regularized Geometric Inverse Problems |