Deep learning in optics-a tutorial

B Hadad, S Froim, E Yosef, R Giryes… - Journal of …, 2023 - iopscience.iop.org
In recent years, machine learning and deep neural networks applications have experienced
a remarkable surge in the field of physics, with optics being no exception. This tutorial aims …

High accuracy transmission and recognition of complex images through multimode fibers using deep learning

R Xu, L Zhang, Z Chen, Z Wang… - Laser & Photonics …, 2023 - Wiley Online Library
Multimode fiber shows tremendous potential in promoting the microminiaturization of optical
endoscopes. However, multimode transmission is quite sensitive to fiber deformations and …

Tailoring temperature response for a multimode fiber

H Gao, H Hu, Q Zhan - Opto-Electronic Science, 2024 - oejournal.org
This work introduces special states for light in multimode fibers featuring strongly enhanced
or reduced correlations between output fields in the presence of environmental temperature …

Expanding the memory effect in scattering imaging by manipulating photon distributions

Z Zhang, Z Liu, S Liu - Physical Review A, 2022 - APS
Speckle correlation techniques based on the memory effect can recover objects from
multiple scattered light without the information of the scattering media. The existing methods …

Generation and applications of spectral-spatially correlated principal mode in multimode fibers

H Gao, H Hu, Q Zhan - Optica, 2024 - opg.optica.org
Light propagating through multimode fibers experiences multiple scattering, leading to
complex speckle output patterns and significant dispersion. In this work, we propose a …

A Review of Convolutional Neural Network Development in Computer Vision

H Zhang - EAI Endorsed Transactions on Internet of Things, 2022 - eudl.eu
Convolutional neural networks have made admirable progress in computer vision. As a fast-
growing computer field, CNNs are one of the classical and widely used network structures …

Towards imaging through side-scattering in a multi-mode optical fiber

D Marima, B Hadad, S Froim, A Eyal… - AI and Optical Data …, 2023 - spiedigitallibrary.org
The vast majority of medical endoscopes used today are based on optical fibers. Although
most endoscopes are used to retrieve the image of the object at the distal end of the fiber …