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 …

MetaFormer: High-fidelity Metalens Imaging via Aberration Correcting Transformers

B Lee, Y Kim, Y Jo, H Kim, H Park, Y Kim… - arxiv preprint arxiv …, 2024 - arxiv.org
Metalens is an emerging optical system with an irreplaceable merit in that it can be
manufactured in ultra-thin and compact sizes, which shows great promise of various …

A Flexible Framework for Universal Computational Aberration Correction via Automatic Lens Library Generation and Domain Adaptation

Q Jiang, Y Gao, S Gao, Z Yi, L Sun, H Shi… - arxiv preprint arxiv …, 2024 - arxiv.org
Emerging universal Computational Aberration Correction (CAC) paradigms provide an
inspiring solution to light-weight and high-quality imaging without repeated data preparation …

Towards Single-Lens Controllable Depth-of-Field Imaging via All-in-Focus Aberration Correction and Monocular Depth Estimation

X Qian, Q Jiang, Y Gao, S Gao, Z Yi, L Sun… - arxiv preprint arxiv …, 2024 - arxiv.org
Controllable Depth-of-Field (DoF) imaging commonly produces amazing visual effects
based on heavy and expensive high-end lenses. However, confronted with the increasing …

CP-PINNs: Data-Driven Changepoints Detection in PDEs Using Online Optimized Physics-Informed Neural Networks

Z Dong, P Polak - … Conference on AI, Science, Engineering, and …, 2024 - ieeexplore.ieee.org
We investigate the inverse problem for Partial Differential Equations (PDEs) in scenarios
where the parameters of the given PDE dynamics may exhibit changepoints at random time …

PUBLISHING GROUP

Y Wang - 2024 - opg.optica.org
OP I ICA Page 1 OP I ICA PUBLISHING GROUP To be published in Journal of the Optical
Society of America B: © 2024 Optica Title: Three Types of Third-order Non-Hermitian Interaction …