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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
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
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
Robust Hand Gesture Recognition Using HOG-9ULBP Features and SVM Model
期刊论文
ELECTRONICS, 2022, 卷号: 11, 期号: 7, 页码: 15
作者:
Li, Jianyong
;
Li, Chengbei
;
Han, Jihui
;
Shi, Yuefeng
;
Bian, Guibin
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/06/10
hand gesture recognition
support vector machines
feature extraction
image classification
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
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  |  
浏览/下载:20/0
  |  
提交时间:2021/04/27
Forward propagation
hand gesture recognition
spiking neural networks (SNNs)
surface electromyography
Dynamic Hand Gesture Recognition Based on Short-Term Sampling Neural Networks
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 110-120
作者:
Wenjin Zhang
;
Jiacun Wang
;
Fangping Lan
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浏览/下载:39/0
  |  
提交时间:2021/04/09
Convolutional neural network (ConvNet)
hand gesture recognition
long short-term memory (LSTM) network
short-term sampling
transfer learning
A Bio-Impedance Analysis Method Based on Human Hand Anatomy for Hand Gesture Recognition
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 卷号: 70
作者:
Chen, Haofeng
;
Ma, Gang
;
Wang, Peng
;
Wang, Xiaojie
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  |  
浏览/下载:13/0
  |  
提交时间:2021/11/15
Bio-impedance
electrical impedance tomography (EIT)
electrodes
hand gesture recognition
measurements
Vision Based Hand Gesture Recognition Using 3D Shape Context
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1600-1613
作者:
Chen Zhu
;
Jianyu Yang
;
Zhanpeng Shao
;
Chunping Liu
收藏
  |  
浏览/下载:98/0
  |  
提交时间:2021/09/03
3D shape context
depth map
hand shape segmentation
hand gesture recognition
human-computer interaction
Hand gesture recognition using multimodal data fusion and multiscale parallel convolutional neural network for human-robot interaction
期刊论文
EXPERT SYSTEMS, 2021, 卷号: 38, 期号: 5, 页码: 1-12
作者:
Gao Q(高庆)
;
Liu JG(刘金国)
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2020/02/17
hand gesture recognition
multimodal data fusion
parallel CNN
sEMG signal
3D PostureNet: A unified framework for skeleton-based posture recognition
期刊论文
PATTERN RECOGNITION LETTERS, 2020, 卷号: 140, 页码: 143-149
作者:
Liu, Jianbo
;
Wang, Ying
;
Liu, Yongcheng
;
Xiang, Shiming
;
Pan, Chunhong
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/03/02
Human posture recognition
Static hand gesture recognition
Skeleton-based
3D convolutional neural network
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