Forschung AG Imaging - Prof. Dr. Martin Burger

 

Forschungsschwerpunkte

  • Inverse Probleme
  • Mathematische Bildverarbeitung
  • Medizinische Bildrekonstruktion
  • Mathematische Modellierung und Simulation in der Biomedizin
  • Partielle Differentialgleichungen
 

Projekte

 

Neueste Publikationen

  • Kockwelp, Jacqueline; Thiele, Sebastian; Bartsch, Jannis; Haalck, Lars; Gromoll, Jörg; Schlatt, Stefan; Exeler, Rita; Bleckmann, Annalen; Lenz, Georg; Wolf, Sebastian; Steffen, Björn; Berdel, Wolfgang Eduard; Schliemann, Christoph; Risse, Benjamin; Angenendt, Linus. . ‘Deep learning predicts therapy-relevant genetics in acute myeloid leukemia from Pappenheim-stained bone marrow smears.’ Blood Advances 8, Nr. 1: 70–79. doi: 10.1182/bloodadvances.2023011076.
  • Holler, Martin; Schlüter, Alexander; Wirth, Benedikt. . ‘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.
  • Haalck, Lars; Risse, Benjamin. . ‘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)]
  • Young S; Schiffer C; Wagner A; Patz J; Potapenko A; Herrmann L; Nordhoff V; Pock T; Krallmann C; Stallmeyer B; Röpke A; Kierzek M; Biagioni C; Wang T; Haalck L; Deuster D; Hansen JN; Wachten D; Risse B; Behre HM; Schlatt S; Kliesch S; Tüttelmann F; Brenker C; Strünker T. . ‘Human fertilization in vivo and in vitro requires the CatSper channel to initiate sperm hyperactivation.’ Journal of Clinical Investigation 134, Nr. 1. doi: 10.1172/JCI173564.

  • Barrie, Robert; Haalck, Lars; Risse, Benjamin; Nowotny, Thomas; Graham, Paul; Buehlman, Cornelia. . ‘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.
  • Haalck L; Mangan M; Wystrach A; Clement L; Webb B; Risse B. . ‘CATER: Combined Animal Tracking & Environment Reconstruction.’ Science advances 9, Nr. 16: eadg2094.
  • Haalck, Lars; Thiele, Sebastian; Risse, Benjamin. . ‘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)]

  • Huesmann Karim, Rodriguez Luis Garcia, Linsen Lars, Risse Benjamin. . ‘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.
  • Haalck Lars, Risse Benjamin. . ‘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.
  • Thiele Sebastian, Haalck Lars, Struffert Marvin, Scherber Christoph, Risse Benjamin. . ‘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.
 

Betreute Habilitation

Wolters, CarstenFinite Element Method based Electro- and Magnetoencephalography Source Analysis in the Human Brain (kumulative Habilitationsschrift)
 

Betreute Promotionen

Foecke, JanicImage Reconstruction in MRXI
Variational Methods for Direct and Indirect Tracking in Dynamic Imaging
Bayesian Inversion in Biomedical Imaging
Optimizing tCS and TMS multi-sensor setups using realistic head models
Wagner, SvenOptimierung von Multi-Kanal tCS und TMS unter Nutzung realistischer Kopfmodelle
Wagner, SvenOptimizing tCS and TMS multi-sensor setups us-ing realistic head models
Variational Methods for Joint Motion Estimation and Image Reconstruction
Variational Methods for Combined Image and Motion Estimation
Lucka, FelixBayesianische Invertierung in der Biomedizinischen Bildgebung
Lucka, FelixBayesian Inversion in Biomedical Imaging
Reconstruction Using Local Sparsity - A Novel Regularization Technique and an Asymptotic Analysis of Local Sparsity Priors
Lanfer, BenjaminAutomatic Generation of Volume Conductor Models of the Human Head for EEG Source Analysis
Jan HegemannEfficient Evolution Algorithms for Embedded Interfaces
Advanced Image Reconstruction and Denoising: Bregmanized (Higher order) Total Variation and Application in PET
Optimal Control of Transient Drift-Diffusion and Nonlinear Schrödinger-Poisson Problems
Louise ReipsParameter Identification in Medical Imaging
Hyperelastic Image Registration - Theory, Numerical Mehods, and Applications
Möller, MichaelVariational Methods for High-Dimensional Image Processing
Variational Methods using Transport Metrics and Applications
(Nonlocal) Total Variation in Medical Imaging
Meuth, PatrickThalamische Neurone in silico
Singular Regularization of Inverse Problems: Bergman Distances and their Applications to Variational Frameworks with Singular Regularization Energies
Mathematical Models for Particle Transport: Crowded Motion
4D Imaging in Tomography and Optical Nanoscopy
Kattrin ArningMathematical Modelling and Simulation of Ion Channels
Marie-Therese WolframForward and Inverse Solvers for Electrodiffusion Systems
Hackl, BenjaminShape Variations, Level Set and Phase-field Methods for Perimeter Regularized Geometric Inverse Problems