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科研机构
自动化研究所 [5]
内容类型
期刊论文 [5]
发表日期
2023 [5]
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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
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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
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  |  
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
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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
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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
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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
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