Helmholtz Imaging Annual Conference 2025

Session

Data Acquisition

Talk 19

26 Jun 2025, 16:40

Schinkelhalle Potsdam

Conveners

Data Acquisition: Deep Generative Phase Reconstruction for X-Ray Holography

• Ritz Ann Aguilar (Helmholtz-Zentrum Dresden-Rossendorf (HZDR))

58. Deep Generative Phase Reconstruction for X-Ray Holography

Recovering phase information from intensity-only measurements is a central challenge in many imaging modalities, including coherent diffraction imaging, lensless X-ray holography, and medical imaging. Accurate phase retrieval is essential for reconstructing the underlying structure of samples in these fields, but traditional methods often rely on iterative solvers with strong prior...