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Multi-modal fusion for robust hand gesture recognition based on heterogeneous networks 期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2023, 页码: 12
作者:  Zou, Yongxiang;  Cheng, Long;  Han, Lijun;  Li, Zhengwei
收藏  |  浏览/下载：71/0  |  提交时间：2023/11/16
leap motion  sEMG  multi-modal  graph neural network  hand gesture recognition  
Decoding Electromyographic Signal With Multiple Labels for Hand Gesture Recognition 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2023, 卷号: 30, 页码: 483-487
作者:  Zou, Yongxiang;  Cheng, Long;  Han, Lijun;  Li, Zhengwei;  Song, Luping
收藏  |  浏览/下载：98/0  |  提交时间：2023/11/17
Feature extraction  Gesture recognition  Decoding  Aggregates  Muscles  Hospitals  Graph neural networks  Electromyogram decoding  graph neural network  hand gesture recognition  multiple labels  
Quantitative Assessment of Hand Motor Function for Post-Stroke Rehabilitation Based on HAGCN and Multimodality Fusion 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2022, 卷号: 30, 页码: 2032-2041
作者:  Li, Chenguang;  Yang, Hongjun;  Cheng, Long;  Huang, Fubiao;  Zhao, Shuang;  Li, Dongyue;  Yan, Ruxiu
Adobe PDF(3198Kb)  |  收藏  |  浏览/下载：291/34  |  提交时间：2022/09/19
Hemorrhaging  Thumb  Stroke (medical condition)  Kinematics  Feature extraction  Wrist  Correlation  Hand motor function  quantitative assessment  multi-modality fusion  graph convolutional network  
Active Disturbance Rejection Control for a Fluid-Driven Hand Rehabilitation Device 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2021, 卷号: 26, 期号: 2, 页码: 841-853
作者:  Li, Houcheng;  Cheng, Long;  Li, Zhengwei;  Xue, Wenchao
Adobe PDF(3069Kb)  |  收藏  |  浏览/下载：252/38  |  提交时间：2021/06/07
Actuators  Exoskeletons  Performance evaluation  Training  IEEE transactions  Mechatronics  Active disturbance rejection control  extended state observer  extension motion  hand rehabilitation  parameter selection  transient  steady-state performance  
A Rapid Spiking Neural Network Approach With an Application on Hand Gesture Recognition 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021, 卷号: 13, 期号: 1, 页码: 151-161
作者:  Cheng, Long;  Liu, Yang;  Hou, Zeng-Guang;  Tan, Min;  Du, Dajun;  Fei, Minrui
收藏  |  浏览/下载：212/0  |  提交时间：2021/04/27
Forward propagation  hand gesture recognition  spiking neural networks (SNNs)  surface electromyography  
An Ultra-Stretchable and Highly Sensitive Photoelectric Effect-Based Strain Sensor: Implementation and Applications 期刊论文
IEEE SENSORS JOURNAL, 2021, 卷号: 21, 期号: 4, 页码: 4365-4376
作者:  Li, Zhengwei;  Cheng, Long;  Song, Qingkun
收藏  |  浏览/下载：159/0  |  提交时间：2021/03/29
Capacitive sensors  Optical sensors  Sensitivity  Robot sensing systems  Strain  Light emitting diodes  Strain sensor  soft and stretchable sensor  photoelectric effect  wrist pulse detection  hand-motion monitoring  
An Automatic Rehabilitation Assessment System for Hand Function Based on Leap Motion and Ensemble Learning 期刊论文
CYBERNETICS AND SYSTEMS, 2020, 页码: 23
作者:  Li, Chenguang;  Cheng, Long;  Yang, Hongjun;  Zou, Yongxiang;  Huang, Fubiao
Adobe PDF(2555Kb)  |  收藏  |  浏览/下载：240/35  |  提交时间：2021/01/07
Automatic assessment  Brunnstrom assessment  ensemble learning  Fugl-Meyer assessment  hand function assessment  rehabilitation  Leap Motion  
Spiking-Neural-Network Based Fugl-Meyer Hand Gesture Recognition For Wearable Hand Rehabilitation Robot 会议论文
IJCNN, Rio de Janeiro，Brazil, 2018-7
作者:  Liu, Yang;  Cheng, Long
Adobe PDF(9398Kb)  |  收藏  |  浏览/下载：234/83  |  提交时间：2019/04/30
Spiking Neural Networks, Surface Electromyography, Fugl-meyer Assessment, Hand Gesture Recogniton, Spikeprop  
Design and control of a wearable hand rehabilitation robot 期刊论文
IEEE Access, 2018, 卷号: 6, 页码: 74039 - 74050
作者:  Long Cheng;  Miao Chen;  Zhengwei Li
收藏  |  浏览/下载：114/0  |  提交时间：2019/02/14
Hand rehabilitation  exoskeleton  cable-driven  modularized structure  active disturbance  rejection controller (ADRC)  iterative learning control (ILC)  
Towards Robot-Assisted Post-Stroke Hand Rehabilitation:Fugl-Meyer Gesture Recognition Using sEMG 会议论文
, Hawaii, 2017.7.31-2017.8.4
作者:  Chen M(陈妙);  Cheng L(程龙);  Huang FB(黄富表);  Yan Y(闫研);  Hou ZG(侯增广)
浏览  |  Adobe PDF(1213Kb)  |  收藏  |  浏览/下载：271/52  |  提交时间：2018/05/31
Surface Electromyography  Gesture Recognition  Fugl-meyer Assessment Scale  Hand Rehabilitation  Back Propagation Neural Network