Image and Signal Analysis

Research interests and topics

  • Image analysis - Inverse Problems and Parameter Learning
  • Image analysis - Data Fusion with focus on
    • Multimodal Data (multichannel/sensor, vector/manifold valued, subpixel, time series)
    • Multiscale Data

Members

  • Paul Breiding
  • Michael Gnewuch
  • Michael Hensel
  • Thomas Jarmer (Speaker)
  • Stefan Kunis
  • Björn Waske

Darboux transformation of the generalized Jocobi matrix, indefinite Hamburger moment problem and integral representation of the generalized Nevanlinna class (AvH-PSI 2025-2027).

2025

 Two subspace methods for frequency sparse graph signals.
T. Emmrich, M. Juhnke, and S. Kunis, Applied and Computational Harmonic Analysis 74 (2025).
 https://doi.org/10.1016/j.acha.2024.101711

 Truncated multidimensional moment problem and Schur algorithm. I. Kovalyov, S. Kunis, Numer Algor (2025).
doi.org/10.1007/s11075-025-02263-x

 Sparse graph signals - uncertainty principles and recovery. Tarek Emmrich, Martina Juhnke, Stefan Kunis. GAMM-Mitt. 48.2 (2025)
doi.org/10.1002/gamm.70002