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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:4/0
  |  
提交时间:2023/11/16
leap motion
sEMG
multi-modal
graph neural network
hand gesture recognition
A two-electrode frequency-scan system for gesture recognition
期刊论文
MECHATRONICS, 2023, 卷号: 94
作者:
Ma, Gang
;
Chen, Haofeng
;
Wang, Peng
;
Dong, Shuai
;
Wang, Xiaojie
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/11/10
Bio-impedance measurement
Gesture recognition
Frequency-scan
Feature extraction
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
Real-time continuous detection and recognition of dynamic hand gestures in untrimmed sequences based on end-to-end architecture with 3D DenseNet and LSTM
期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 页码: 38
作者:
Lu, Zhi
;
Qin, Shiyin
;
Lv, Pin
;
Sun, Liguo
;
Tang, Bo
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/11/17
Continuous detection
Gesture recognition
Long short-term memory
3D densely connected convolutional networks
Connectionist temporal classification
Canonical correlation analysis
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
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 novel dynamic gesture understanding algorithm fusing convolutional neural networks with hand-crafted features
期刊论文
JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2022, 卷号: 83, 页码: 11
作者:
Liu, Yanhong
;
Song, Shouan
;
Yang, Lei
;
Bian, Guibin
;
Yu, Hongnian
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2022/07/25
Dynamic gesture understanding
Transfer learning
Feature fusion
Dempster-Shafer evidence theory
Support vector machine
A Visual-Based Gesture Prediction Framework Applied in Social Robots
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 510-519
作者:
Bixiao Wu
;
Junpei Zhong
;
Chenguang Yang
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2022/03/09
Finger-guessing game
gesture prediction
human-robot interaction
long-short time memory recurrent neural network (LSTM-RNN)
social robot
Surface EMG-Based Instantaneous Hand Gesture Recognition Using Convolutional Neural Network with the Transfer Learning Method
期刊论文
SENSORS, 2021, 卷号: 21
作者:
Yu, Zhipeng
;
Zhao, Jianghai
;
Wang, Yucheng
;
He, Linglong
;
Wang, Shaonan
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2021/05/17
transfer learning
instantaneous gesture recognition
surface electromyography
convolutional neural network
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