One-shot Single-pixel Imaging using Diffractive Neural Network Assisted by Laguerre-Gaussian Modes in Multi-Mode Fiber

We report a one-shot single-pixel imaging method using diffractive neural networks (DNN) and Laguerre-Gaussian mode in multi-mode fiber (MMF). We present a preliminary demonstration of our scheme, highlighting its efficiency and accuracy in image reconstruction.

Authors

Ran Bi (ORCID: https://orcid.org/0000-0003-2751-1962)
Qianke Wang (ORCID: https://orcid.org/0000-0002-1649-5795)
Dawei Lyu (ORCID: https://orcid.org/0000-0002-3086-2387)
Jun Liu (ORCID: https://orcid.org/0000-0001-6297-583X)
Jian Wang (ORCID: https://orcid.org/0000-0002-5421-5678)
Jing Du

Institutions

Wuhan National Laboratory for Optoelectronics (CN)
Optics Technology (United States) (US)
Huazhong University of Science and Technology (CN)

Publication Details

Published: 2025-01-01
DOI: https://doi.org/10.1364/cleo_si.2025.ss178_4
Primary Topic: Neural Networks and Reservoir Computing
Type: article
Field-Weighted Citation Impact: 0.00

Controls

|||

ALL TIME

JAN

FEB

MAR

APR

MAY

JUN

JUL

AUG

SEP

OCT

article

One-shot Single-pixel Imaging using Diffractive Neural Network Assisted by Laguerre-Gaussian Modes in Multi-Mode Fiber

Ran Bi, Qianke Wang, Dawei Lyu, Jun Liu et al.

Jan 1, 2025

Neural Networks and Reservoir Computing

article

One-shot Single-pixel Imaging using Diffractive Neural Network Assisted by Laguerre-Gaussian Modes in Multi-Mode Fiber

Ran Bi, Qianke Wang, Dawei Lyu, Jun Liu, Jian Wang, Jing Du

January 1, 2025article en

Abstract

We report a one-shot single-pixel imaging method using diffractive neural networks (DNN) and Laguerre-Gaussian mode in multi-mode fiber (MMF). We present a preliminary demonstration of our scheme, highlighting its efficiency and accuracy in image reconstruction.

Wuhan National Laboratory for Optoelectronics (CN), Optics Technology (United States) (US), Huazhong University of Science and Technology (CN)

Openalex Percentile: Top 86%

Neural Networks and Reservoir Computing

DOI Source OpenAlex

AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.