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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:9/0
  |  
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
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  |  
浏览/下载:7/0
  |  
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
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
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  |  
浏览/下载:32/0
  |  
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
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  |  
浏览/下载:35/0
  |  
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
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:46/0
  |  
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
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
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  |  
浏览/下载:122/0
  |  
提交时间:2021/09/03
3D shape context
depth map
hand shape segmentation
hand gesture recognition
human-computer interaction
TMS reveals dynamic interaction between inferior frontal gyrus and posterior middle temporal gyrus in gesture-speech semantic integration
期刊论文
Journal of Neuroscience, 2021, 卷号: 41, 期号: 50, 页码: 10356-10364
作者:
Zhao, Wanying
;
Yanchang Li
;
Du, Yi
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  |  
浏览/下载:33/0
  |  
提交时间:2021/11/18
Semantic integration
gesture
speech
TMS
inferior frontal gyrus
posterior middle temporal gyrus
Decoupled Spatial-Temporal Attention Network for Skeleton-Based Action-Gesture Recognition
会议论文
日本京都, 2020
作者:
Shi L(史磊)
;
Zhang YF(张一帆)
;
Cheng J(程健)
;
Lu HQ(卢汉清)
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  |  
浏览/下载:12/0
  |  
提交时间:2021/05/31
Deep Learning Based Hand Gesture Recognition and UAV Flight Controls
期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 1, 页码: 17-29
作者:
Bin Hu
;
Jiacun Wang
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  |  
浏览/下载:9/0
  |  
提交时间:2021/02/22
Deep learning
neural networks
hand gesture recognition
Leap Motion Controllers
drones.
Dynamic hand gesture recognition using motion pattern and shape descriptors
期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 卷号: 78, 期号: 8, 页码: 10649-10672
作者:
Xing, Meng
;
Hu, Jing
;
Feng, Zhiyong
;
Su, Yong
;
Peng, Weilong
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  |  
浏览/下载:56/0
  |  
提交时间:2019/07/11
Dynamic hand gesture recognition
Hand configuration
Spatial-temporal variability
Motion pattern descriptor
Shape descriptor
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