Fourier ptychographic microscopy image stack reconstruction using implicit neural representations

H Zhou, BY Feng, H Guo, S Lin, M Liang, CA Metzler… - Optica, 2023 - opg.optica.org
Image stacks provide invaluable 3D information in various biological and pathological
imaging applications. Fourier ptychographic microscopy (FPM) enables reconstructing high …

Image reconstruction for compressed ultrafast photography based on manifold learning and the alternating direction method of multipliers

H Zhou, Y Song, Z Yao, D Hei, Y Li, B Duan… - Journal of the Optical …, 2024 - opg.optica.org
<? TeX 2pc 0pt?> Compressed ultrafast photography (CUP) is a high-speed imaging
technique with a frame rate of up to ten trillion frames per second (fps) and a sequence …

ConVRT: Consistent Video Restoration Through Turbulence with Test-time Optimization of Neural Video Representations

H Cai, J Chen, BY Feng, W Jiang, M Xie… - arXiv preprint arXiv …, 2023 - arxiv.org
tmospheric turbulence presents a significant challenge in long-range imaging. Current
restoration algorithms often struggle with temporal inconsistency, as well as limited …

High-fidelity, generalizable light-field reconstruction of biological dynamics with physics-informed meta neural representation

C Yi, Y Ma, M Sun, X Yuan, L Zhu, J Sun, S Gao… - bioRxiv, 2023 - biorxiv.org
Light field microscopy (LFM) offers rapid volumetric imaging of dynamic biological processes
via 2D light field snapshots. However, LFM's 2D-to-3D inversion with limited spatial-angular …

Temporally Consistent Atmospheric Turbulence Mitigation with Neural Representations

H Cai, J Chen, BY Feng, W Jiang, M Xie… - The Thirty-eighth Annual … - openreview.net
Atmospheric turbulence, caused by random fluctuations in the atmosphere's refractive index,
introduces complex spatio-temporal distortions in imagery captured at long range. Video …