2 papers
cs.CV2026
Physics-Informed Graph Neural Networks for Frequency-Aware Optical Aberration Correction
Yong En Kok, Bowen Deng, Alexander Bentley +4
Optical aberrations significantly degrade image quality in microscopy, particularly when imaging deeper into samples. These aberrations arise from distortions in the optical wavefr…
physics.optics2025
Application of RESNET50 Convolution Neural Network for the Extraction of Optical Parameters in Scattering Media
Bowen Deng, Yihan Zhang, Andrew Parkes +4
Estimation of the optical properties of scattering media such as tissue is important in diagnostics as well as in the development of techniques to image deeper. As light penetrates…