PROF. DR. HANS-GEORG STARK

Stark, Hans-Georg | Intelligent Systems

Managing Director of ZeWiS

Research Area: Intelligent Systems

Aschaffenburg University of Applied Sciences (UAS), Germany

E-Mail: Hans-Georg.Starkth-abde
Phone: +49 6021/4206-878

Areas of Expertise




Research Labs & Institutes


Research Projects

KAnIS Autonomous Intralogistric Systems

KAnIS Autonomous Intralogistric Systems

ArtificialIntelligenceDataSciences   ElectronicElectricDrives   RoboticsAutomation   IntelligentMobility   IntelligentSensorsSignals

Network and automate industrial trucks in order to optimize profitability, efficiency and safety. Development and application of interdisciplinary methods and tools.
More

AGENS Neural Networks (NN)

AGENS Neural Networks (NN)

ArtificalIntelligenceDataScience   IntelligentSensorsSignals

Development of flexible models based on neural networks (NN), which are able to model the overall complexity based on large amounts of data.

More


MPI² Magnetic Particle Imaging

MPI² Magnetic Particle Imaging

ArtificalIntelligenceDataScience   IntelligentSensorsSignals

Model-based parameter identification in Magnetic Particle Imaging. A collaborative project in medicine and industry.

More


Curriculum Vitae

since 2011 ZeWiS (Centre for Research & KT)Managing Director
since 1999Aschaffenburg UASProfessorship
2007-2019Aschaffenburg UASVice President Research

Interest in Interdisciplinary Research Topics

  • New medical imaging techniques (MALDI, Magnetic Particle Imaging)
  • Connection of machine learning processes with tasks of clustering and diagnosis
  • Applications of data restoration and inpainting techniques for forecasting processes (e.g. Day-Ahead-Forecasts for energy producers)


Publications

  • Lieb, Florian, Boskamp, Tobias, Stark, Hans-Georg, 2020. Peak detection for MALDI mass spectrometry imaging data using sparse frame multipliers. In: Journal of Proteomics. 2020(225), S. 103852 – 103860. Abstract
  • Lieb, Florian, Stark, Hans-Georg, 2018. Audio inpainting: Evaluation of time-frequency representations and structured sparsity approaches. In: Signal Processing. 2018(153), S. 291 – 299. Abstract
  • Lieb, Florian, Stark, Hans-Georg, Thielemann, Christiane, 2017. A stationary wavelet transform and a time-frequency based spike detection algorithm for extracellular recorded data. In: Journal of Neural Engineering. 2017(14), S. 1 – 13. Abstract
  • Maaß, Peter, Sagiv, Chen, Stark, Hans-Georg, Torresani, Bruno, 2014. Signal representation, uncertainty principles and localization measures. In: Advances in computational mathematics. 40(3), S. 597 – 607.
  • Levie, Ron, Stark, Hans-Georg, Lieb, Florian, Sochen, Nir, 2013. Adjoint translation, adjoint observable and uncertainty principles. In: Advances in computational mathematics. 40(3), S. 609 – 627.
  • Stark, Hans-Georg, Lieb, Florian, Lantzberg, Daniel, 2013. Variance Based Uncertainty Principles and Minimum Uncertainty Samplings. In: Applied Mathematics Letters. 26(2013)(2), S. 189 – 193.
  • Lantzberg, Daniel, Lieb, Florian, Stark, Hans-Georg, Levie, Ron, Sochen, Nir, 2012. Uncertainty Principles, Minimum Uncertainty Samplings and Translations. In: Proceedings of the 20th European Signal Processing Conference (EUSIPCO) 2012, EURASIP. S. 799 – 803. ISBN 978-1-4673-1068-0 und ISSN 2219-5491.
  • Maaß, Peter, Sagiv, Chen, Sochen, Nir, Stark, Hans-Georg, 2010. Do uncertainty minimizers attain minimal uncertainty?. In: Journal of fourier analysis and applications. 16(3), S. 448 – 469.
  • Stark, Hans-Georg, Sochen, Nir, 2010. Square integrable group representations and the uncertainty principle. In: Journal of Fourier Analysis and Applications. 17(5), S. 916 – 931.
  • Dahlke, Stephan, Kutyniok, Gitta, Maaß, Peter, Sagiv, Chen, Stark, Hans-Georg, Teschke, Gerd, 2008. The Uncertainty Principle Associated with the Continuous Shearlet Transform. In: International Journal of Wavelets, Multiresolution and Information Processing. 6(2), S. 157 – 181.
  • Stark, Hans-Georg, 2007. Wavelets and Signal Processing: An Application-Based Introduction. Moskau: Technosphera Publishers. ISBN 978-3642062469.
  • Stark, Hans-Georg, Rauhut, Markus, Redenbach, Thomas, Rösch, Ronald, 2006. Entwicklung eines Systems zur Oberflächeninspektion von Mineralfaserplatten: Ein Beispiel für erfolgreichen Ideentransfer aus der Forschung in die Praxis. In: elektrotechnik - Sonderheft Automation Valley. 604, S. 20 – 22.
  • Bruhm, Hartmut, Fischer, Peter, Stark, Hans-Georg, 2004. Optimierung der dynamischen Bahntreue eines Industrieroboters durch datenbankgestützten Reglerentwurf. In: Robotik 2004, VDI-Bericht 1841. VDI Verlag, S. 511 – 518.

zur Übersicht Wissenschaftlerinnen und Wissenschaftler