High-speed multimode fiber imaging system based on conditional generative adversarial network

Z Yu, Z Ju, X Zhang, Z Meng, F Yin, K Xu - Chinese Optics Letters, 2021 - opg.optica.org
The multimode fiber (MMF) has great potential to transmit high-resolution images with less
invasive methods in endoscopy due to its large number of spatial modes and small core …

Image reconstruction using pre-trained autoencoder on multimode fiber imaging system

Y Li, Z Yu, Y Chen, T He, J Zhang… - IEEE Photonics …, 2020 - ieeexplore.ieee.org
Multimode fiber (MMF) based endoscopy could reach high resolution and is fine enough for
vivo imaging. However, the received images are speckles due to the mode crosstalk and …

High-definition image transmission through dynamically perturbed multimode fiber by a self-attention based neural network

G Wu, Y Sun, L Yin, Z Song, W Yu - Optics Letters, 2023 - opg.optica.org
We implement faithful multimode fiber (MMF) image transmission by a self-attention-based
neural network. Compared with a real-valued artificial neural network (ANN) based on a …

[HTML][HTML] Image reconstruction through a multimode fiber with a simple neural network architecture

C Zhu, EA Chan, Y Wang, W Peng, R Guo, B Zhang… - Scientific reports, 2021 - nature.com
Multimode fibers (MMFs) have the potential to carry complex images for endoscopy and
related applications, but decoding the complex speckle patterns produced by mode-mixing …

High-fidelity imaging through multimode fibers via deep learning

J Zhao, X Ji, M Zhang, X Wang, Z Chen… - Journal of Physics …, 2021 - iopscience.iop.org
Imaging through multimode fibers (MMFs) is a challenging task. Some approaches, eg
transmission matrix or digital phase conjugation, have been developed to realize imaging …

Simultaneous illumination and imaging based on a single multimode fiber

Z Ju, Z Yu, Z Meng, N Zhan, L Gui, K Xu - Optics Express, 2022 - opg.optica.org
Due to the small core diameter, a single-core multimode fiber (MMF) has been extensively
investigated for endoscopic imaging. However, an extra light path is always utilized for …

High definition images transmission through single multimode fiber using deep learning and simulation speckles

L Zhang, R Xu, H Ye, K Wang, B Xu, D Zhang - Optics and Lasers in …, 2021 - Elsevier
Multimode fiber (MMF) plays a vital role in promoting the miniaturization of endoscope.
However, real-time and high-definition imaging using the MMF that remains a challenging …

Deep learning for efficiently imaging through the localized speckle field of a multimode fiber

Y Chen, B Song, J Wu, W Lin, W Huang - Applied Optics, 2023 - opg.optica.org
Due to the occurrence of redundant speckle, multimode fiber (MMF) imaging is extremely
challenging. Our work studies the relationship between the effective feature distribution of …

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 …

[HTML][HTML] Imaging through multimode fibers using deep learning: The effects of intensity versus holographic recording of the speckle pattern

E Kakkava, B Rahmani, N Borhani, U Teğin… - Optical Fiber …, 2019 - Elsevier
Abstract Information transmission through multimode fibers (MMFs) has been a topic of great
interest for many years. Deep learning algorithms have been applied successfully to MMFs …