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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: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
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
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:28/0
  |  
提交时间:2022/07/25
Dynamic gesture understanding
Transfer learning
Feature fusion
Dempster-Shafer evidence theory
Support vector machine
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
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2021/11/15
Bio-impedance
electrical impedance tomography (EIT)
electrodes
hand gesture recognition
measurements
Hand Gesture Recognition Using Compact CNN via Surface Electromyography Signals
期刊论文
SENSORS, 2020, 卷号: 20, 期号: 3, 页码: 15
作者:
Chen, Lin
;
Fu, Jianting
;
Wu, Yuheng
;
Li, Haochen
;
Zheng, Bin
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2020/02/18
surface electromyography (sEMG)
convolution neural networks (CNNs)
hand gesture recognition
Design of a Flexible Wearable Smart sEMG Recorder Integrated Gradient Boosting Decision Tree Based Hand Gesture Recognition
期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, 2019, 卷号: 13, 期号: 6, 页码: 1563-1574
作者:
Song, Wei
;
Wang, Anhe
;
Chen, Yang
;
Bai, Shuo
;
Han, Qingquan
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2020/03/24
Flexible
FPGA
gradient boosting decision tree(GBDT)
hand gesture
Neural Signal Processing Unit (NSPU)
smart sEMG recorder
Self-calibration based view-invariant hand gesture trajectory analysis
期刊论文
Journal of Information Hiding and Multimedia Signal Processing, 2018, 卷号: 9, 期号: 5, 页码: 1114-1127
作者:
Zhang, Mo-Yi
;
Zhang, Qiu-Yu
;
Duan, Hong-Xiang
;
Chen, Hai-Yan
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  |  
浏览/下载:10/0
  |  
提交时间:2020/11/14
Cameras
Human computer interaction
Trajectories
Camera self calibration
Gesture trajectories
Monocular vision
Planar rectification
Recognition accuracy
Self calibration
Trajectory analysis
View invariants
Articulated motion and deformable objects
期刊论文
PATTERN RECOGNITION, 2018, 卷号: 79, 期号: 1, 页码: 55-64
作者:
Wan, Jun
;
Escalera, Sergio
;
Perales, Francisco J.
;
Kittler, Josef
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2018/10/08
Articulated Motion And Deformable Objects
Pose Estimation
Action Recognition
Gesture Recognition
Face Analysis
EgoGesture: A New Dataset and Benchmark for Egocentric Hand Gesture Recognition
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 5, 页码: 1038-1050
作者:
Zhang, Yifan
;
Cao, Congqi
;
Cheng, Jian
;
Lu, Hanqing
收藏
  |  
浏览/下载:264/0
  |  
提交时间:2018/05/05
Benchmark
Dataset
Egocentric Vision
Gesture Recognition
First-person View
Non-Uniform Sample Assignment in Training Set Improving Recognition of Hand Gestures Dominated with Similar Muscle Activities.
期刊论文
FRONTIERS IN NEUROROBOTICS, 2018
作者:
Wu, Xiaoying
;
Zhang, Yao
;
Liao, Yanjian
;
Chen, Lin
;
Xiong, Qiliang
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  |  
浏览/下载:47/0
  |  
提交时间:2019/01/31
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