2 papers
physics.optics2024
Generalizable Deep Learning Approach for 3D Particle Imaging using Holographic Microscopy
Shyam Kumar, Jiarong Hong
Despite its potential for label-free particle diagnostics, holographic microscopy is limited by specialized processing methods that struggle to generalize across diverse settings.…
physics.flu-dyn2023
Visualization and Characterization of Agricultural Sprays Using Machine Learning based Digital Inline Holography
Shyam Kumar M, Christopher J. Hogan, Steven A. Fredericks +1
Accurate characterization of agricultural sprays is crucial to predict in field performance of liquid applied crop protection products. Here we introduce a robust and efficient mac…