University of Göttingen - Institute for Numerical and Applied Mathematics
Research group for Mathematical Signal and Image Processing
Current projects
FELFocus: Automatisierte Justage der Fokussierungsoptiken von Freie-Elektronen-Lasern mit Hilfe von 'machine learning'-Algorithmen (2022-2025)
BMBF-Verbundprojekt 05K2022, Subproject 2
Principal investigator: Gerlind Plonka-Hoch
Staff: Janina Schmidt
EXPOWER: EXPOnential analysis emPOWERing innovation (2021-2025)
EU project (H2020-MSCA-RISE)
Principal investigator: Gerlind Plonka-Hoch
Low-rank and sparsity-based models in Magnetic Resonance Imaging (2021-2024)
DFG project (subproject B03) within the CRC 1456 (Mathematics of Experiment, first funding period)
Principal investigator: Gerlind Plonka-Hoch
Staff: Benjamin Kocurov
Discovering structure in complex data: Statistics meets Optimization and Inverse Problems (2015-2024)
DFG Research Training Group 2088 (RTG 2088)
Principal investigator: Gerlind Plonka-Hoch
Staff: Sina Bittens, Renato Budinich, Nadiia Derevianko, Ingeborg Keller, Hanna Knirsch, Yurii Kolomoitsev, Markus Petz, Vlada Pototskaia, Raha Razavi, Anahita Riahi, Kilian Stampfer


Completed projects
OCT-let: Designing an Optimally Sparse Representation for Ophthalmic Optical Coherence Tomography Image Analysis (2020-2023)
Georg Forster Research Fellowship for Professor Hossein Rabbani (Isfahan University of Medical Sciences)
Principal investigator: Hossein Rabbani, Gerlind Plonka-Hoch
Approximation properties of interpolation and quasi-interpolation operators (2018-2021)
DFG project KO 5804/1
Principal investigator: Yurii Kolomoitsev
Staff: Tetiana Lomako
Fresnel wavelets for coherent diffractive imaging (2011-2019)
DFG project (subproject C11) within the CRC 755 (Nanoscale Photonic Imaging, second and third funding period)
Principal investigator: Gerlind Plonka-Hoch
Staff: Robert Beinert, Jakob Geppert, Stefan Loock
Efficient function reconstruction using eigenfunctions of linear operators (2014-2019)
DFG project
Principal investigator: Gerlind Plonka-Hoch
Staff: Katrin Wannenwetsch, Markus Petz, Kilian Stampfer
Dictionary learning methods for seismic data (2015-2017)
CSC grant
Principal investigator: Gerlind Plonka-Hoch, (supervisor)
Staff: Lina Liu
Prony-like methods for noisy data (2015-2017)
CSC grant
Principal investigator: Gerlind Plonka-Hoch, (supervisor)
Staff: Ran Zhang
Efficient analysis of high-dimensional ultrasound data in non-destructive testing (ZeMat) (2013-2016)
Coordinator of the joint BMBF research project , Subproject 1: Reconstruction of 3D-defect features in weld seams
Principal investigator: Gerlind Plonka-Hoch, (coordinator)
Staff: Florian Boßmann
Efficient analysis of high-dimensional ultrasound data in non-destructive testing (ZeMat) (2013-2016)
Joint BMBF research project , Subproject 2: Sparsity constraints in non-destructive testing
Principal investigator: Felix Krahmer, Russell Luke
Staff: David James, Christian Kruschel
Topological persistence in signal processing (2011-2015)
CSC grant
Principal investigator: Gerlind Plonka-Hoch, (supervisor)
Staff: Yi Zheng
Adaptive Approximation Algorithms for Sparse Data Representation (2008-2014)
DFG project within the DFG Priority Program 1324 (Mathematical methods for extracting quantifiable information from complex systems)
in cooperation with Armin Iske, University of Hamburg
Principal investigator: Gerlind Plonka-Hoch
Staff: Stefanie Tenorth, Dennis Heinen
Random matrices for frame constructions (2012-2014)
DFG Research Training Group (RTG 1023)
Principal investigator: Felix Krahmer
Staff: Joe-Mei Feng
Fast algorithms for efficient signal representations (2010-2013)
DFG Research Training Group (RTG 1023) (Identification in mathematical models)
Principal investigator: Gerlind Plonka-Hoch
Staff: Thomas Peter
Denoising and compression of data on high-dimensional manifolds (01/2011-12/2011)
DFG project for bilateral cooperation
in cooperation with Prof. Dr. Daniela Rosca (Romania)
Principal investigator: Gerlind Plonka-Hoch
Model based pattern recognition using imaging methods in nondestructive testing (MoMuz) (01/2010-10/2011)
Project of Research and Development of the Federal Ministry on Economics and Technology (BMWi)
in cooperation with Salzgitter Mannesmann Forschung GmbH
Principal investigator: Gerlind Plonka-Hoch
Staff: Florian Boßmann
Denoising and compression of data on the sphere (2007-2010)
DFG project for bilateral cooperation
in cooperation with Prof. Dr. Daniela Rosca (Romania)
Principal investigator: Gerlind Plonka-Hoch
Digital image processing with shearlets (2006-2010)
DFG project
Principal investigator: Gerlind Plonka-Hoch
Staff: Jens Krommweh



Research Group for Mathematical Signal and Image Processing

Institute for Numerical and Applied Mathematics
Lotzestr. 16-18
37083 Göttingen