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科研机构
自动化研究所 [45]
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期刊论文 [25]
会议论文 [13]
学位论文 [7]
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2023 [5]
2022 [4]
2021 [7]
2020 [6]
2019 [3]
2018 [4]
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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:5/0
  |  
提交时间:2023/11/16
leap motion
sEMG
multi-modal
graph neural network
hand gesture recognition
Reconstruction of incomplete surface electromyography based on an adversarial autoencoder network
期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 卷号: 86, 页码: 11
作者:
Zou, Yongxiang
;
Cheng, Long
;
Han, Lijun
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/11/17
Adversarial autoencoder
Missing sEMG
Signal reconstruction
Self-mask
Multi-view discriminator
sEMG-Based Gesture Recognition Method for Coal Mine Inspection Manipulator Using Multistream CNN
期刊论文
IEEE SENSORS JOURNAL, 2023, 卷号: 23, 期号: 10, 页码: 11082-11090
作者:
Tong, Lina
;
Zhang, Mingjia
;
Ma, Hanghang
;
Wang, Chen
;
Peng, Liang
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/11/17
Sensors
Muscles
Inspection
Coal mining
Robots
Feature extraction
Gesture recognition
Coal mine inspection manipulator
gestures recognition
multistream convolutional neural network (CNN)
surface electromyography (sEMG)
time--frequency graph feature
A CNN-Transformer Hybrid Recognition Approach for sEMG-Based Dynamic Gesture Prediction
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 卷号: 72, 页码: 16
作者:
Liu, Yanhong
;
Li, Xingyu
;
Yang, Lei
;
Bian, Guibin
;
Yu, Hongnian
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/11/17
Feature extraction
Gesture recognition
Task analysis
Transformers
Time-frequency analysis
Convolution
Data mining
Convolutional neural network (CNN)
feature fusion
hand gesture recognition
surface electromyography (sEMG) sensor
transformer
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:1/0
  |  
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
A Multimodal Fusion Model for Estimating Human Hand Force Comparing surface electromyography and ultrasound signals
期刊论文
IEEE ROBOTICS & AUTOMATION MAGAZINE, 2022, 卷号: 29, 期号: 4, 页码: 10-24
作者:
Zou, Yongxiang
;
Cheng, Long
;
Li, Zhengwei
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/02/22
Force
Ultrasonic imaging
Muscles
Robots
Feature extraction
Estimation
Exoskeletons
Muscle Synergy Analysis Based on NMF for Lower Limb Motor Function Assessment
会议论文
Xishuangbanna, China, December 5-9, 2022
作者:
Kexin Xiang
;
Weiqun Wang
;
Zeng-Guang Hou
;
Chutian Zhang
;
Jiaxing Wang
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/06/28
基于肌电信号的身份识别技术研究
学位论文
中国科学院自动化研究所: 中国科学院自动化研究所, 2022
作者:
卢立静
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2022/06/13
身份识别
肌电信号
小波变换
卷积神经网络
峰值检测
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
收藏
  |  
浏览/下载:33/0
  |  
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
An EMG-Based, Real-Time Personal Identification Method Using an Gesture-Detection 1D Convolutional Neural Networks
会议论文
Berlin, Germany, 2021-10
作者:
Lu, Lijing
;
Mao, Jingna
;
Wang, Wuqi
;
Zhang, Zhiwei
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2022/06/14
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