[PDF][PDF] 基于机器学习的激光自适应光学技术研究进展

程涛, 郭思成, 王宁, 赵孟孟, 王帅… - Chinese Journal of …, 2023 - researching.cn
摘要高功率激光是自适应光学的重要应用领域, 通过控制高功率激光系统实现高光束质量的激光
输出是激光自适应光学技术的一项重要目标. 自适应光学主要是利用波前传感器和波前校正器来 …

HoloTile light engine: new digital holographic modalities and applications

J Glückstad, AEG Madsen - arXiv preprint arXiv:2312.09851, 2023 - arxiv.org
HoloTile is a patented computer generated holography approach with the aim of reducing
the speckle noise caused by the overlap of the non-trivial physical extent of the point spread …

[HTML][HTML] Underwater optical wireless communication system performance improvement using convolutional neural networks

ON Mohammed Salim, SA Adnan, AH Mutlag - AIP Advances, 2023 - pubs.aip.org
Many applications that could benefit from the underwater optical wireless communication
technique face challenges in using this technology due to the substantial, varying …

Deep learning estimation of modified zernike coefficients and recovery of point spread functions in turbulence

AB Siddik, S Sandoval, D Voelz, LE Boucheron… - Optics …, 2023 - opg.optica.org
Recovering the turbulence-degraded point spread function from a single intensity image is
important for a variety of imaging applications. Here, a deep learning model based on a …

[PDF][PDF] 基于深度学习的自适应光学技术研究进展及展望

胡逸雯, 刘鑫, 匡翠方, 刘旭, 郝翔 - Chinese Journal of Lasers, 2023 - researching.cn
摘要自适应光学是一种校正波前误差的技术, 在地基望远镜, 生物成像, 人眼像差校正,
激光通信等领域中已经有了广泛的应用. 与此同时, 深度学习技术的快速发展为各个领域带来了 …

Advanced multi-feedback stochastic parallel gradient descent wavefront correction in free-space optical communication

Z Li, T Shang, X Liu, P Qian, Y Zhang - Optics Communications, 2023 - Elsevier
The stochastic parallel gradient descent (SPGD) method has been deeply explored to
correct atmospheric turbulence in free-space optical communication. However, SPGD is …

Neural invertible variable-degree optical aberrations correction

S Cui, B Wang, Q Zheng - Optics Express, 2023 - opg.optica.org
Optical aberrations of optical systems cause significant degradation of imaging quality.
Aberration correction by sophisticated lens designs and special glass materials generally …

Predicting the orbital angular momentum of atmospheric turbulence for OAM-based free-space optical communication

W Hu, J Yang, L Zhu, A Wang - Optics Express, 2023 - opg.optica.org
Spatial modes of light are susceptible to distortion, particularly by the presence of turbulence
in atmospheric free-space links. The scattering of one mode to another disrupts the …

Using a deep learning algorithm in image-based wavefront sensing: Determining the optimum number of Zernike terms

JB Shohani, M Hajimahmoodzadeh, H Fallah - Optics Continuum, 2023 - opg.optica.org
The turbulent atmosphere usually degrades the quality of images taken on Earth. Random
variations of the refractive index of light cause distortion of wavefronts propagating to ground …

[HTML][HTML] Deep learning-based aberration compensation improves contrast and resolution in fluorescence microscopy

M Guo, Y Wu, Y Su, S Qian, E Krueger, R Christensen… - bioRxiv, 2023 - ncbi.nlm.nih.gov
Optical aberrations hinder fluorescence microscopy of thick samples, reducing image signal,
contrast, and resolution. Here we introduce a deep learning-based strategy for aberration …