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CASIA OpenIR

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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：39/0  |  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：91/0  |  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  
sEMG-Based Gesture Recognition Method for Coal Mine Inspection Manipulator Using Multistream CNN 期刊论文
IEEE SENSORS JOURNAL, 2023, 卷号: 23, 期号: 10, 页码: 11082-11090
作者:  Tong, Lina;  Zhang, Mingjia;  Ma, Hanghang;  Wang, Chen;  Peng, Liang
收藏  |  浏览/下载：54/0  |  提交时间：2023/11/17
Sensors  Muscles  Inspection  Coal mining  Robots  Feature extraction  Gesture recognition  Coal mine inspection manipulator  gestures recognition  multistream convolutional neural network (CNN)  surface electromyography (sEMG)  time--frequency graph feature  
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：87/0  |  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  
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：58/0  |  提交时间：2023/11/16
leap motion  sEMG  multi-modal  graph neural network  hand gesture recognition  
Unfamiliar Dynamic Hand Gestures Recognition Based on Zero-Shot Learning 会议论文
, Siem Reap, Cambodia, 2018-12
作者:  Jinting Wu;  Kang Li;  Xiaoguang Zhao;  Min Tan
Adobe PDF(1713Kb)  |  收藏  |  浏览/下载：168/48  |  提交时间：2022/09/02
Dynamic Hand Gesture Recognition  Bidirectional Long-Short-Term Memory (BLSTM)  Zero-Shot Learning (ZSL)  Semantic Autoencoder (SAE)  Leap Motion Controller (LMC)  
ChaLearn Looking at People: IsoGD and ConGD Large-Scale RGB-D Gesture Recognition 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 5, 页码: 3422-3433
作者:  Wan, Jun;  Lin, Chi;  Wen, Longyin;  Li, Yunan;  Miao, Qiguang;  Escalera, Sergio;  Anbarjafari, Gholamreza;  Guyon, Isabelle;  Guo, Guodong;  Li, Stan Z.
收藏  |  浏览/下载：184/0  |  提交时间：2022/07/25
Gesture recognition  Measurement  Task analysis  Training  Conferences  Computer vision  Bidirectional long short-term memory (Bi-LSTM)  gesture recognition  RGB-D  
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;  Zhou, Shuai
收藏  |  浏览/下载：189/0  |  提交时间：2022/06/10
hand gesture recognition  support vector machines  feature extraction  image classification  
Generalized zero-shot emotion recognition from body gestures 期刊论文
APPLIED INTELLIGENCE, 2021, 页码: 19
作者:  Wu, Jinting;  Zhang, Yujia;  Sun, Shiying;  Li, Qianzhong;  Zhao, Xiaoguang
Adobe PDF(2059Kb)  |  收藏  |  浏览/下载：262/55  |  提交时间：2021/12/28
Generalized zero-shot learning  Emotion recognition  Body gesture recognition  Prototype 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
Adobe PDF(20003Kb)  |  收藏  |  浏览/下载：110/36  |  提交时间：2021/09/03
3D shape context  depth map  hand shape segmentation  hand gesture recognition  human-computer interaction