activity
20162025
most citedIntelligent optical performance monitor using multi-task learning based artificial neural network

76 citations · 140 across the 12 of their papers we have counts for

collaborators

12 papers

eess.IV2025

Integrated diffractive full-Stokes spectro-polarimetric imaging

Jingyue Ma, Zhenming Yu, Zhengyang Li +6

Spectro-polarimetric imaging provides multidimensional optical information acquisition capabilities, offering significant potential for diverse applications. Current spectro-polari…

physics.optics2025

Robust End-to-End FSO Transmission with Joint Coding Modulation and BiLSTM-Based Channel Modeling under Atmospheric Turbulence

Wei Zhang, Zhenming Yu, Hongyu Huang +5

Free space optical (FSO) communication is considered a promising solution in next_generation communication networks. However, its performance is significantly influenced by atmosph…

eess.IV2025

Integrated Snapshot Near-infrared Hypersepctral Imaging Framework with Diffractive Optics

Jingyue Ma, Zhenming Yu, Zhengyang Li +3

We propose an integrated snapshot near-infrared hyperspectral imaging framework that combines designed DOE with NIRSA-Net. The results demonstrate near-infrared spectral imaging at…

eess.IV2025

Broadband Near-Infrared Compressive Spectral Imaging System with Reflective Structure

Yutong Li, Zhenming Yu, Liming Cheng +7

Near-infrared (NIR) hyperspectral imaging has become a critical tool in modern analytical science. However, conventional NIR hyperspectral imaging systems face challenges including…

physics.optics2025

Spatial-enhanced Reflective Coded Aperture Snapshot Spectral Imaging

Jiayu Di, Yantao Jin, Zhenming Yu +4

Coded aperture snapshot hyperspectral imaging (CASSI) system which captures 2-D spatial information and 1-D spectral information in just one or two shots has become a promising tec…

eess.IV2024

Integration of Communication and Computational Imaging

Zhenming Yu, Liming Cheng, Hongyu Huang +3

Communication enables the expansion of human visual perception beyond the limitations of time and distance, while computational imaging overcomes the constraints of depth and bread…

eess.SP2024★ 9 cited

Atmospheric Turbulence-Immune Free Space Optical Communication System based on Discrete-Time Analog Transmission

Hongyu Huang, Zhenming Yu, Yi Lei +4

To effectively mitigate the influence of atmospheric turbulence, a novel discrete-time analog transmission free-space optical (DTAT-FSO) communication scheme is proposed. It direct…

eess.SP2022★ 4 cited

Semantic optical fiber communication system

Zhenming Yu, Hongyu Huang, Liming Cheng +3

The current optical communication systems minimize bit or symbol errors without considering the semantic meaning behind digital bits, thus transmitting a lot of unnecessary informa…

eess.IV2021★ 6 cited

Self-supervised Neural Networks for Spectral Snapshot Compressive Imaging

Ziyi Meng, Zhenming Yu, Kun Xu +1

We consider using {\bf\em untrained neural networks} to solve the reconstruction problem of snapshot compressive imaging (SCI), which uses a two-dimensional (2D) detector to captur…

eess.SP2021★ 45 cited

Principle-driven Fiber Transmission Model based on PINN Neural Network

Yubin Zang, Zhenming Yu, Kun Xu +4

In this paper, a novel principle-driven fiber transmission model based on physical induced neural network (PINN) is proposed. Unlike data-driven models which regard fiber transmiss…

eess.SP2018★ 76 cited

Intelligent optical performance monitor using multi-task learning based artificial neural network

Zhiquan Wan, Zhenming Yu, Liang Shu +3

An intelligent optical performance monitor using multi-task learning based artificial neural network (MTL-ANN) is designed for simultaneous OSNR monitoring and modulation format id…

cs.CV2016

High-speed real-time single-pixel microscopy based on Fourier sampling

Qiang Guo, Hongwei Chen, Yuxi Wang +8

Single-pixel cameras based on the concepts of compressed sensing (CS) leverage the inherent structure of images to retrieve them with far fewer measurements and operate efficiently…