1 citations · 1 across the 1 of their papers we have counts for
3 papers
cs.CV2025
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.optics2024★ 1 cited
Direct Zernike Coefficient Prediction from Point Spread Functions and Extended Images using Deep Learning
Yong En Kok, Alexander Bentley, Andrew Parkes +3
Optical imaging quality can be severely degraded by system and sample induced aberrations. Existing adaptive optics systems typically rely on iterative search algorithm to correct…
physics.optics2024
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…