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Anomaly Detection with GRU Based Bi-autoencoder for Industrial Multimode Process 期刊论文
INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2022, 页码: 14
Authors:  Xu, Xinyao;  Qin, Fangbo;  Zhao, Wenjun;  Xu, De;  Wang, Xingang;  Yang, Xihao
Favorite  |  View/Download：61/0  |  Submit date：2022/06/10
Anomaly detection  autoencoder  gated recurrent unit  multimode process  
Image-Based Visual Servoing System for Components Alignment Using Point and Line Features 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71, 页码: 11
Authors:  Yan, Shaohua;  Tao, Xian;  Xu, De
Favorite  |  View/Download：72/0  |  Submit date：2022/06/10
Deep neural network  feature extraction  image-based visual servoing  interaction matrix  pose error estimation  robotic assembly system  
A motion based measurement method for monocular vision system 会议论文
, Hefei, Anhui, China, 2022.7
Authors:  De Xu;  Di Zhang
Adobe PDF(326Kb)  |  Favorite  |  View/Download：29/5  |  Submit date：2022/12/20
Efficient Insertion Control for Precision Assembly Based on Demonstration Learning and Reinforcement Learning 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17, 期号: 7, 页码: 4492-4502
Authors:  Ma, Yanqin;  Xu, De;  Qin, Fangbo
Favorite  |  View/Download：145/0  |  Submit date：2021/05/17
Learning (artificial intelligence)  Task analysis  Learning systems  Gaussian distribution  Informatics  Automation  Data models  Demonstration learning  insertion policy learning  multiple peg-in-hole insertion  precision assembly  reinforcement learning  
基于深度学习的表面缺陷检测方法综述 期刊论文
自动化学报, 2021, 卷号: 47, 期号: 5, 页码: 1017-1034
Authors:  陶显;  侯伟;  徐德
Adobe PDF(9009Kb)  |  Favorite  |  View/Download：134/23  |  Submit date：2021/06/21
深度学习  表面缺陷检测  机器视觉  卷积神经网络  
A Self-Supervised CNN for Particle Inspection on Optical Element 期刊论文
IEEE Transactions on Instrumentation and Measurement, 2021, 卷号: 70, 期号: 1, 页码: 1-12
Authors:  Hou W(侯伟);  Tao X(陶显);  Xu D(徐德)
Adobe PDF(2721Kb)  |  Favorite  |  View/Download：108/13  |  Submit date：2021/06/21
Inspection  Feature reuse  optical element  particle inspection  self-supervised learning  transfer learning  
High-precision robotic assembly system using three-dimensional vision 期刊论文
INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2021, 卷号: 18, 期号: 3, 页码: 12
Authors:  Yan, Shaohua;  Tao, Xian;  Xu, De
Favorite  |  View/Download：71/0  |  Submit date：2021/11/03
3D vision  feature extraction  pose estimation  hybrid visual servoing  robotic assembly system  
Directional Deep Embedding and Appearance Learning for Fast Video Object Segmentation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 11
Authors:  Yin, Yingjie;  Xu, De;  Wang, Xingang;  Zhang, Lei
Favorite  |  View/Download：47/0  |  Submit date：2022/02/16
Feature extraction  Kernel  Object segmentation  Faces  Probabilistic logic  Learning systems  Image segmentation  Deep appearance learning  directional deep embedding learning  directional statistics-based learning  video object segmentation (VOS)  
AGUnet: Annotation-guided U-net for fast one-shot video object segmentation 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 110, 页码: 10
Authors:  Yin, Yingjie;  Xu, De;  Wang, Xingang;  Zhang, Lei
Favorite  |  View/Download：80/0  |  Submit date：2021/01/06
Fully-convolutional Siamese network  U-net  Interactive image segmentation  Video object segmentation  
Skill Learning for Robotic Insertion Based on One-shot Demonstration and Reinforcement Learning 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 457-467
Authors:  Ying Li;  De Xu
Adobe PDF(1450Kb)  |  Favorite  |  View/Download：75/12  |  Submit date：2021/05/24
Force Jacobian matrix  one-shot demonstration  dynamic exploration strategy  insertion skill learning  reinforcement