A physics-informed low-rank deep neural network for blind and universal lens aberration correction

J Gong, R Yang, W Zhang, J Suo… - Proceedings of the …, 2024 - openaccess.thecvf.com
High-end lenses although offering high-quality images suffer from both insufficient
affordability and bulky design which hamper their applications in low-budget scenarios or on …

Temporally Consistent Atmospheric Turbulence Mitigation with Neural Representations

H Cai, J Chen, B Feng, W Jiang, M **e… - Advances in …, 2025 - proceedings.neurips.cc
Atmospheric turbulence, caused by random fluctuations in the atmosphere's refractive index,
introduces complex spatio-temporal distortions in imagery captured at long range. Video …

fNeRF: High Quality Radiance Fields from Practical Cameras

Y Hua, C Lassner, C Stoll, I Matthews - arxiv preprint arxiv:2406.10633, 2024 - arxiv.org
In recent years, the development of Neural Radiance Fields has enabled a previously
unseen level of photo-realistic 3D reconstruction of scenes and objects from multi-view …

Representing domain-mixing optical degradation for real-world Computational Aberration Correction via vector quantization

Q Jiang, Z Yi, S Gao, Y Gao, X Qian, H Shi, L Sun… - Optics & Laser …, 2025 - Elsevier
Relying on paired synthetic data, existing learning-based Computational Aberration
Correction (CAC) methods are confronted with the intricate and multifaceted synthetic-to-real …

A Physics-Informed Blur Learning Framework for Imaging Systems

L Chen, Y Li, J Dai, J Gu, T Xue - arxiv preprint arxiv:2502.11382, 2025 - arxiv.org
Accurate blur estimation is essential for high-performance imaging across various
applications. Blur is typically represented by the point spread function (PSF). In this paper …

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

H Cai, J Chen, BY Feng, W Jiang, M **e… - 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 …

Design, Fabrication, and Optical Imaging Performance Comparison of Precision Microlens Arrays for Application in Plenoptic Microscopy Systems

C Kim, M Lee - Available at SSRN 5101337 - papers.ssrn.com
Design, Fabrication, and Optical Imaging Performance Comparison of Precision Microlens
Arrays for Application in Plenoptic Micro Page 1 Design, Fabrication, and Optical Imaging …