High-speed multimode fiber imaging system based on conditional generative adversarial network
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 …
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
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 …
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 …
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
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 …
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 …
transmission matrix or digital phase conjugation, have been developed to realize imaging …
Simultaneous illumination and imaging based on a single multimode fiber
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 …
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 …
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 …
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 …
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
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 …
interest for many years. Deep learning algorithms have been applied successfully to MMFs …
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