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浏览/检索结果:
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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:6/0
  |  
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
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  |  
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:11/0
  |  
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:14/0
  |  
提交时间:2023/06/28
Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 卷号: 26
作者:
Wang, Shurun
;
Tang, Hao
;
Gao, Lifu
;
Tan, Qi
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/12/23
Attention mechanism
motion estimation
surface electromyography
temporal convolutional network
A comparison of contributions of individual muscle and combination muscles to interaction force prediction using KPCA-DRSN model
期刊论文
FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, 2022, 卷号: 10
作者:
Lu, Wei
;
Gao, Lifu
;
Cao, Huibin
;
Li, Zebin
;
Wang, Daqing
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2022/12/23
surface electromyography
kernel principal component analysis
deep residual shrinkage network
mean impact value
interaction force prediction
sEMG-Upper Limb Interaction Force Estimation Framework Based on Residual Network and Bidirectional Long Short-Term Memory Network
期刊论文
APPLIED SCIENCES-BASEL, 2022, 卷号: 12
作者:
Lu, Wei
;
Gao, Lifu
;
Cao, Huibin
;
Li, Zebin
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/12/22
electromyography
residual network
bidirectional long short-term memory network
interaction force estimation
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