2 papers
physics.optics2026
YOSO: single-frame Gerchberg-Saxton phase retrieval with AI-based data augmentation for in-line holography
Julianna Winnik, Adam Walocha, Wojciech Ogonowski +9
We present YOSO (You Only Shot Once), a single-frame phase retrieval framework for digital in-line holographic microscopy (DIHM) in which supervised deep learning is used to numeri…
physics.optics2026
DeepBessel: deep learning-based full-field vibration profilometry using single-shot time-averaged interference microscopy
Maria Cywinska, Wiktor Forjasz, Emilia Wdowiak +4
Full-field vibration profilometry is essential for dynamic characterizing microelectromechanical systems (MEMS/MOEMS). Time-averaged interferometry (TAI) encodes spatial informatio…