[HTML][HTML] Iterative projection meets sparsity regularization: towards practical single-shot quantitative phase imaging with in-line holography

Y Gao, L Cao - Light: Advanced Manufacturing, 2023 - light-am.com
Holography provides access to the optical phase. The emerging compressive phase
retrieval approach can achieve in-line holographic imaging beyond the information-theoretic …

Blind ptychographic phase retrieval via convergent alternating direction method of multipliers

H Chang, P Enfedaque, S Marchesini - SIAM Journal on Imaging Sciences, 2019 - SIAM
Ptychography has risen as a reference X-ray imaging technique: it achieves resolutions of
one billionth of a meter, macroscopic field of view, or the capability to retrieve chemical or …

混合稀疏表示模型的超分辨率重建

杨雪, 李峰, 鹿明, 辛蕾, 鲁啸天, 张南 - 遥感学报, 2022 - ygxb.ac.cn
超分辨率重建是当前卫星遥感数据空间分辨率提升的重要技术, 但目前现有的超分辨率重建方法
在处理具有复杂地物特征的影像时效果往往不佳. 当遥感影像中包含有各种非均匀地物信息时 …

SiSPRNet: end-to-end learning for single-shot phase retrieval

Q Ye, LW Wang, DPK Lun - Optics Express, 2022 - opg.optica.org
With the success of deep learning methods in many image processing tasks, deep learning
approaches have also been introduced to the phase retrieval problem recently. These …

An adaptive noise-blind-separation algorithm for ptychography

L Liu, W Li, L Zhong, H Gu, S Liu - Optics and Lasers in Engineering, 2023 - Elsevier
Noise, one of the severe challenges in phase retrieval, may bring the algorithms to fall into
local minima or even disrupt the convergence, thereby adversely affecting the imaging …

Deep multi-level wavelet-cnn denoiser prior for restoring blurred image with cauchy noise

T Wu, W Li, S Jia, Y Dong, T Zeng - IEEE Signal Processing …, 2020 - ieeexplore.ieee.org
Cauchy noise, as a typical non-Gaussian noise, appears frequently in many important fields,
such as radar, medical, and biomedical imaging. In this letter, we focus on image recovery …

Unsupervised phase retrieval using deep approximate mmse estimation

M Chen, P Lin, Y Quan, T Pang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Phase retrieval (PR) is about reconstructing a signal from the magnitude of a number of its
complex-valued linear measurements. Recent rapid progress has been made on the …

Underwater image dehazing and denoising via curvature variation regularization

G Hou, J Li, G Wang, Z Pan, X Zhao - Multimedia Tools and Applications, 2020 - Springer
Challenges for underwater captured image processing often lie in images degraded with
haze, noise and low contrast, caused by absorption and scattering of the light during …

Illumination schemes for coded coherent diffraction imaging: A comprehensive comparison

M Li, T Qin, Z Gao, L Bian - Optics & Laser Technology, 2024 - Elsevier
Coded coherent diffraction imaging (CDI) introduces physical constraints to the conventional
CDI by wavefront modulation, providing data redundancy for successful phase retrieval. In …

Deep prior-based sparse representation model for diffraction imaging: A plug-and-play method

B Shi, Q Lian, H Chang - Signal Processing, 2020 - Elsevier
Diffraction imaging problem, ie recovery of a high-resolution or high-quality image from the
intensity diffraction pattern, arises in many science and engineering fields. Recent efforts to …