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EventMix: An efficient data augmentation strategy for event-based learning
期刊论文
INFORMATION SCIENCES, 2023, 卷号: 644, 页码: 11
作者:
Shen, Guobin
;
Zhao, Dongcheng
;
Zeng, Yi
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/11/17
Event based data augmentation
Neuromorphic data
Spiking neural networks
Reasonable label assignment
Gaussian mixture model
Sparser spiking activity can be better: Feature Refine-and-Mask spiking neural network for event-based visual recognition
期刊论文
NEURAL NETWORKS, 2023, 卷号: 166, 页码: 410-423
作者:
Yao, Man
;
Zhang, Hengyu
;
Zhao, Guangshe
;
Zhang, Xiyu
;
Wang, Dingheng
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/11/16
Spiking neural network
Event-based vision
Neuromorphic computing
Attention mechanism
Brain-inspired computing
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
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  |  
浏览/下载:4/0
  |  
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: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
MENet: A Memory-Based Network with Dual-Branch for Efficient Event Stream Processing
会议论文
TELAVIV, 2022-6
作者:
Linhui Sun
;
Yifan Zhang
;
Ke Cheng
;
Jian Cheng
;
Hanqing Lu
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  |  
浏览/下载:2/0
  |  
提交时间:2024/01/22
Event-based model
Dual-branch structure
Memory bank
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:28/0
  |  
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:34/0
  |  
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: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
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:99/0
  |  
提交时间:2021/09/03
3D shape context
depth map
hand shape segmentation
hand gesture recognition
human-computer interaction
Gesture recognition based on deep deformable 3D convolutional neural networks
期刊论文
PATTERN RECOGNITION, 2020, 期号: 107, 页码: 12
作者:
Zhang, Yifan
;
Shi, Lei
;
Wu, Yi
;
Cheng, Ke
;
Cheng, Jian
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  |  
浏览/下载:27/0
  |  
提交时间:2020/08/31
Gesture recognition
Spatiotemporal deformable convolution
Spatiotemporal convolutional neural network
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