杨红军｜武汉轻工大学｜学者主页

2026

基于机器视觉与机械臂协同的螺纹标准件分拣系统设计与实现

郑紫来，杨红军

《武汉轻工大学学报》

2026

基于ANSYS的摆动轴漂移热误差消减设计研究

杨红军，李清耀，慕道增

《机床与液压》

2026

Bidirectional Mamba-Based Continuous Prediction of Human Motion Intention Using Multisource Information Fusion

Tairen Sun, Jinghao Zhang, Hongjun Yang, Jian-Tao Yang, Long Cheng

IEEE Transactions on Automation Science and Engineering

DOI

2026

Cross-Dataset Montage Alignment via Electroencephalogram Source Imaging for Enhanced Motor Decoding

Tian-Yu Xiang, Wen-Kai Wang, Xiao-Hu Zhou, Hongjun Yang, Meijiang Gui, Xiao-Liang Xie, Shi-Qi Liu, Jia-Xing Wang, Jiamou Liu, Zeng-Guang Hou

IEEE Transactions on Cognitive and Developmental Systems

DOI

2026

Enhanced fNIRS-Based MCI Detection via Resting-State and Task-State Integration With Spatial–Temporal Feature Reduction

Chu-Tian Zhang, Hongjun Yang, Jia-Xing Wang, Kexin Xiang, Jingyao Chen, Liang Peng, Chen-Yu Fan, Yi Wu, Zeng-Guang Hou

IEEE Journal of Translational Engineering in Health and Medicine

DOI

2026

FA-TCNAttNet: A FastICA-Enhanced Temporal Convolutional Attention Network for High-Density sEMG-Based Hand Gesture Recognition

Jian-Tao Yang, Zhaoran Peng, Tairen Sun, Hongjun Yang

IEEE Sensors Journal

DOI

2025

高速数控车床电主轴过盈配合仿真分析及性能评估

王建军，王英，王帅，杨红军，穆龙涛，张小叶

《机械制造与自动化》

DOI

2025

Multisource Information Fusion for Continuous Prediction of Joint Angles Using TCN Combined With Temporal Pattern Attention Mechanism

Tairen Sun, Shao-Zhe Wang, Hongjun Yang, Jian-Tao Yang, Zeng-Guang Hou

IEEE Transactions on Instrumentation and Measurement

DOI

2025

Learning EEG Motor Characteristics via Temporal-Spatial Representations

Tian-Yu Xiang, Xiao-Hu Zhou, Xiao-Liang Xie, Shi-Qi Liu, Hongjun Yang, Zhen-Qiu Feng, Meijiang Gui, Hao Li, De-Xing Huang, Xiu-Ling Liu, Zeng-Guang Hou

IEEE Transactions on Emerging Topics in Computational Intelligence

DOI

2024

基于PLC控制的食品立体仓库监控系统设计

王佳臣，杨红军，肖博

《武汉轻工大学学报》

2024

MCD机械臂软件的环虚拟调试技术

戢绍庭，杨红军，陈家林，肖博，王佳臣

《武汉轻工大学学报》

2024

Study on the Damage Characteristics of Wheat Kernels under Continuous Compression Conditions

Xiaopeng Liu, Ziang Shi, Yonglin Zhang, Hui Li, Jin Zhou, Hongjun Yang

Foods

DOI

2024

Kinematics Analysis of Delta Parallel Robot Based on Numerical Solutions Method

Hongjun Yang, Bo Xiao

DOI

2024

Characteristics of Damage to Brown Rice Kernels under Single and Continuous Mechanical Compression Conditions

Xiaopeng Liu, Ziang Shi, Yonglin Zhang, Hui Li, Houchang Pei, Hongjun Yang

Foods

DOI

2024

TR-TransGAN: Temporal Recurrent Transformer Generative Adversarial Network for Longitudinal MRI Dataset Expansion

Chen-Chen Fan, Hongjun Yang, Liang Peng, Xiao-Hu Zhou, Shi-Qi Liu, Sheng Chen, Zeng-Guang Hou

IEEE Transactions on Cognitive and Developmental Systems

DOI

2024

A Multi-Modal Classification Method for Early Diagnosis of Mild Cognitive Impairment and Alzheimer’s Disease Using Three Paradigms With Various Task Difficulties

Sheng Chen, Chu-Tian Zhang, Hongjun Yang, Liang Peng, Hai-Qun Xie, Ze-Ping Lv, Zeng-Guang Hou

IEEE transactions on neural systems and rehabilitation engineering

DOI

2023

六自由度串联机器人的运动误差分析

陈家林，杨红军，戢绍庭，肖博，孙飞虎

《武汉轻工大学学报》

2023

改进的YOLOv5粮虫检测算法

刘明亮，刘晓鹏，周劲，杨红军，尹强，张永林

《武汉轻工大学学报》

2023

基于机器视觉的平粮机器人工作目标量化技术研究

尹强，古家鑫，张永林，余忠，杨红军，杨柳

《武汉轻工大学学报》

2023

BGL-Net: A Brain-Inspired Global-Local Information Fusion Network for Alzheimer’s Disease Based on sMRI

Chen-Chen Fan, Hongjun Yang, Liang Peng, Xiao-Hu Zhou, Zhen-Liang Ni, Yan-Jie Zhou, Sheng Chen, Z. Hou

IEEE Transactions on Cognitive and Developmental Systems

DOI

2023

Learning Shared Semantic Information from Multimodal Bio-signals for Brain-Muscle Modulation Analysis

Tian-Yu Xiang, Xiao-Hu Zhou, Xiao-Liang Xie, Shi-Qi Liu, Hongjun Yang, Zhen-Qiu Feng, Meijiang Gui, Hao Li, De-Xing Huang, Zeng-Guang Hou

ACM Multimedia

DOI

2023

Comparing Multi-Dimensional fNIRS Features Using Bayesian Optimization-Based Neural Networks for Mild Cognitive Impairment (MCI) Detection

Chu-Tian Zhang, Hongjun Yang, Chen-Chen Fan, Sheng Chen, Chen-Yu Fan, Z. Hou, Jingyao Chen, Liang Peng, Kexin Xiang, Yi Wu, Hongyu Xie

IEEE transactions on neural systems and rehabilitation engineering

DOI

2023

Graph Reasoning Module for Alzheimer’s Disease Diagnosis: A Plug-and-Play Method

Chen-Chen Fan, Hongjun Yang, Chu-Tian Zhang, Liang Peng, Xiao-Hu Zhou, Shi-Qi Liu, Sheng Chen, Zeng-Guang Hou

IEEE transactions on neural systems and rehabilitation engineering

DOI

2022

基于Simulation的卧式加工中心底座优化设计及工艺改进

王建军，张小叶，张文帅，杨红军，穆龙涛

《制造技术与机床》

DOI

2022

基于STM32控制的小型机械手的研究

鲁力，杨红军，田龙阳，戢绍庭，陈家林

《武汉轻工大学学报》

2022

多功能粮食仓储作业装备设计与研究

尹强，古家鑫，张永林，余忠，杨红军，魏昕

《武汉轻工大学学报》

2022

基于PLC小型雕刻机的X/Y轴控制系统设计

田龙阳，杨红军，鲁力，戢绍庭，陈家林

《武汉轻工大学学报》

2022

Research on an Automatic Sorting System Based on Machine Vision

Hongjun Yang, Guoyu Hu, Lu Li

DOI

2022

A Novel Two-Stream Model for Human Motor Characteristics Learning

Tian-Yu Xiang, Xiao-Hu Zhou, Xiao-Liang Xie, Shi-Qi Liu, Hongjun Yang, Zhen-Qiu Feng, Jian-Long Hao, Z. Hou

IEEE International Conference on Robotics and Biomimetics

DOI

2022

A Time-Series Augmentation Method Based on Empirical Mode Decomposition and Integrated LSTM Neural Network

Chen-Guang Li, Hongjun Yang, Long Cheng, Fu-Biao Huang

Annual International Conference of the IEEE Engineering in Medicine and Biology Society

DOI

2022

Quantitative Assessment of Hand Motor Function for Post-Stroke Rehabilitation Based on HAGCN and Multimodality Fusion

Chen-Guang Li, Hongjun Yang, Long Cheng, Fu-Biao Huang, Shuang Zhao, Dong-Yue Li, R. Yan

IEEE transactions on neural systems and rehabilitation engineering

DOI

2022

TR-GAN: Multi-Session Future MRI Prediction With Temporal Recurrent Generative Adversarial Network

Chen-Chen Fan, Liang Peng, Tian Wang, Hongjun Yang, Xiao-Hu Zhou, Zhen-Liang Ni, Guan'an Wang, Sheng Chen, Yan-Jie Zhou, Z. Hou

IEEE Transactions on Medical Imaging

DOI

2021

Quantitative Taxonomy of Hand Kinematics Based on Long Short-Term Memory Neural Network

Chen-Guang Li, Hongjun Yang, Shi-Xin Sun, Long Cheng

International Conference on Neural Information Processing

DOI

2021

Fugl-Meyer hand motor imagination recognition for brain–computer interfaces using only fNIRS

Chen-Guang Li, Hongjun Yang, Long Cheng

Complex & Intelligent Systems

DOI

2020

鲜湿面自动成型装置系统方案与关键部件设计

尹强，李钱，胡凹，熊志超，杨红军，严清华，张国全

《武汉轻工大学学报》

2020

基于机器视觉的物品分拣系统的设计

杨红军，胡国宇

《武汉轻工大学学报》

2020

Structure design and kinematics analysis of lower limb rehabilitation training robot

Ao Hu, Qiang Yin, Qian Li, Hongjun Yang, Yonglin Zhang

International Conference on E-Business, Information Management and Computer Science (EBIMCS)

DOI

2020

Research on an Automatic Storage System Based on Industrial Robots

Hongjun Yang, Yan Zhang, Qiang Yin

International Conference on E-Business, Information Management and Computer Science (EBIMCS)

DOI

2020

Camera Calibration Algorithm for Tractor Vision Navigation

Yonglin Zhang, Hongjun Yang, Yuzuo Liu, Nanhui Yu, Xiaopeng Liu, Houchang Pei

International Conference on E-Business, Information Management and Computer Science (EBIMCS)

DOI

2020

Compound lower limb vibration training rehabilitation robot

Qiang Yin, Ao Hu, Qian Li, Xin Wei, Hongjun Yang, Beihai Wang, Guoquan Zhang

Concurrency and Computation Practice and Experience

DOI

2020

Bilinear neural network with 3-D attention for brain decoding of motor imagery movements from the human EEG

Chen-Chen Fan, Hongjun Yang, Z. Hou, Zhen-Liang Ni, Sheng Chen, Zhijie Fang

Cognitive Neurodynamics

DOI

2020

An Automatic Rehabilitation Assessment System for Hand Function Based on Leap Motion and Ensemble Learning

Chen-Guang Li, Long Cheng, Hongjun Yang, Yongxiang Zou, Fu-Biao Huang

Cybernetics and systems

DOI

2019

复合式平粮机器人系统方案设计与关键技术研究

尹强，童铭行，胡凹，伍骏波，杨红军，严清华，张永林

《武汉轻工大学学报》

2018

数控转台抱闸液压力分析计算

杨红军

《制造技术与机床》

2017

立式加工中心综合误差补偿技术应用

杨红军

《制造技术与机床》

2017

The design of auto leveling control system about power mechanism case

Chang-Zheng Zheng, Hongjun Yang

DOI

2015

基于FPGA的高标清数字光端机的研究

杨红军，洪三其

《制造业自动化》

2014

小型平台机电式自动调平系统的研究

杨红军，姚金

《制造业自动化》

2014

Study on Research-Based Teaching for Mechanical Engineering Control Basis

Hongjun Yang

Advances in intelligent systems research/Advances in Intelligent Systems Research

DOI

2012

立式加工中心进给系统摩擦参数的测定

杨红军

《制造技术与机床》

2012

大型轴承套圈精车自动生产线的研发

杨红军

《制造技术与机床》

2011

基于COSMOSXpress的定梁龙门加工中心静刚度分析

杨红军，王建军

《制造技术与机床》

2011

Research on kinematics and simulation of a three-DOF parallel manipulator

Hongjun Yang

International Conference on Mechanic Automation and Control Engineering

DOI

2010

A mechatronic levelling system based on parallel manipulator

Hongjun Yang

DOI

2009

基于PLC的模糊PID自动调平控制系统的研究

杨红军

《制造业自动化》

2008

基于CAN总线和PLC的车载平台调平控制系统研究

杨红军，李刚炎

《制造业自动化》

2007

基于ABAQUS的车载雷达天线模态分析

伍勇军，肖佩，杨红军

《机械》

2005

微机电系统的构成及其关键技术

杨红军，李刚炎

《机械》

2005

定制SolidWorks符号图库

杨红军

《智能制造》

2001

SolidWorks标准件库的建立方法

杨红军

《智能制造》

2001

SolidWorks工程图的属性链接

杨红军

《智能制造》

精选作品

期刊论文

基于机器视觉与机械臂协同的螺纹标准件分拣系统设计与实现

基于ANSYS的摆动轴漂移热误差消减设计研究

Bidirectional Mamba-Based Continuous Prediction of Human Motion Intention Using Multisource Information Fusion

Cross-Dataset Montage Alignment via Electroencephalogram Source Imaging for Enhanced Motor Decoding

Enhanced fNIRS-Based MCI Detection via Resting-State and Task-State Integration With Spatial–Temporal Feature Reduction

FA-TCNAttNet: A FastICA-Enhanced Temporal Convolutional Attention Network for High-Density sEMG-Based Hand Gesture Recognition

高速数控车床电主轴过盈配合仿真分析及性能评估

Multisource Information Fusion for Continuous Prediction of Joint Angles Using TCN Combined With Temporal Pattern Attention Mechanism

Learning EEG Motor Characteristics via Temporal-Spatial Representations

基于PLC控制的食品立体仓库监控系统设计

MCD机械臂软件的环虚拟调试技术

Study on the Damage Characteristics of Wheat Kernels under Continuous Compression Conditions

Kinematics Analysis of Delta Parallel Robot Based on Numerical Solutions Method

Characteristics of Damage to Brown Rice Kernels under Single and Continuous Mechanical Compression Conditions

TR-TransGAN: Temporal Recurrent Transformer Generative Adversarial Network for Longitudinal MRI Dataset Expansion

A Multi-Modal Classification Method for Early Diagnosis of Mild Cognitive Impairment and Alzheimer’s Disease Using Three Paradigms With Various Task Difficulties

六自由度串联机器人的运动误差分析

改进的YOLOv5粮虫检测算法

基于机器视觉的平粮机器人工作目标量化技术研究

BGL-Net: A Brain-Inspired Global-Local Information Fusion Network for Alzheimer’s Disease Based on sMRI

Learning Shared Semantic Information from Multimodal Bio-signals for Brain-Muscle Modulation Analysis

Comparing Multi-Dimensional fNIRS Features Using Bayesian Optimization-Based Neural Networks for Mild Cognitive Impairment (MCI) Detection

Graph Reasoning Module for Alzheimer’s Disease Diagnosis: A Plug-and-Play Method

基于Simulation的卧式加工中心底座优化设计及工艺改进

基于STM32控制的小型机械手的研究

多功能粮食仓储作业装备设计与研究

基于PLC小型雕刻机的X/Y轴控制系统设计

Research on an Automatic Sorting System Based on Machine Vision

A Novel Two-Stream Model for Human Motor Characteristics Learning

A Time-Series Augmentation Method Based on Empirical Mode Decomposition and Integrated LSTM Neural Network

Quantitative Assessment of Hand Motor Function for Post-Stroke Rehabilitation Based on HAGCN and Multimodality Fusion

TR-GAN: Multi-Session Future MRI Prediction With Temporal Recurrent Generative Adversarial Network

Quantitative Taxonomy of Hand Kinematics Based on Long Short-Term Memory Neural Network

Fugl-Meyer hand motor imagination recognition for brain–computer interfaces using only fNIRS

鲜湿面自动成型装置系统方案与关键部件设计

基于机器视觉的物品分拣系统的设计

Structure design and kinematics analysis of lower limb rehabilitation training robot

Research on an Automatic Storage System Based on Industrial Robots

Camera Calibration Algorithm for Tractor Vision Navigation

Compound lower limb vibration training rehabilitation robot

Bilinear neural network with 3-D attention for brain decoding of motor imagery movements from the human EEG

An Automatic Rehabilitation Assessment System for Hand Function Based on Leap Motion and Ensemble Learning

复合式平粮机器人系统方案设计与关键技术研究

数控转台抱闸液压力分析计算

立式加工中心综合误差补偿技术应用

The design of auto leveling control system about power mechanism case

基于FPGA的高标清数字光端机的研究

小型平台机电式自动调平系统的研究

Study on Research-Based Teaching for Mechanical Engineering Control Basis

立式加工中心进给系统摩擦参数的测定

大型轴承套圈精车自动生产线的研发

基于COSMOSXpress的定梁龙门加工中心静刚度分析

Research on kinematics and simulation of a three-DOF parallel manipulator

A mechatronic levelling system based on parallel manipulator

基于PLC的模糊PID自动调平控制系统的研究

基于CAN总线和PLC的车载平台调平控制系统研究

基于ABAQUS的车载雷达天线模态分析

微机电系统的构成及其关键技术

定制SolidWorks符号图库

SolidWorks标准件库的建立方法

SolidWorks工程图的属性链接

研究方向