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CASIA OpenIR
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Hierarchical Policy Learning With Demonstration Learning for Robotic Multiple Peg-in-Hole Assembly Tasks 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 10, 页码: 10254-10264
作者:  Yan, Shaohua;  Xu, De;  Tao, Xian
Adobe PDF(4845Kb)  |  收藏  |  浏览/下载：132/13  |  提交时间：2023/11/17
Assembly model  demonstration learning (DL)  force-based control algorithm  hierarchical reinforcement learning (HRL)  peg-in-hole assembly  
A Novel Pixel-Wise Defect Inspection Method Based on Stable Background Reconstruction 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 卷号: 70, 页码: 13
作者:  Lv, Chengkan;  Shen, Fei;  Zhang, Zhengtao;  Xu, De;  He, Yonghao
Adobe PDF(4910Kb)  |  收藏  |  浏览/下载：312/67  |  提交时间：2021/11/03
Anomaly detection  autoencoder  background reconstruction  defect inspection  
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
作者:  Ma, Yanqin;  Xu, De;  Qin, Fangbo
收藏  |  浏览/下载：294/0  |  提交时间：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  
Combining Prior Knowledge With CNN for Weak Scratch Inspection of Optical Components 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 卷号: 70, 期号: 1, 页码: 11
作者:  Hou, Wei;  Tao, Xian;  Xu, De
Adobe PDF(6798Kb)  |  收藏  |  浏览/下载：412/136  |  提交时间：2021/03/08
Convolutional neural network (CNN)  direction-sensitive convolution (DSC)  local maximum index (LMI)  optical component  weak scratch inspection  
Efficient Coordinated Control Strategy to Handle Randomized Inclination in Precision Assembly 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 卷号: 16, 期号: 9, 页码: 5814-5824
作者:  Xing, Dengpeng;  Liu, Fangfang;  Xu, De
浏览  |  Adobe PDF(2487Kb)  |  收藏  |  浏览/下载：401/90  |  提交时间：2020/08/03
Efficient inclined insertion  force prediction  inclination estimation  precision assembly  
Visual Defect Inspection for Deep-Aperture Components With Coarse-to-Fine Contour Extraction 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2020, 卷号: 69, 期号: 6, 页码: 3262-3274
作者:  Gong, Xinyi;  Su, Hu;  Xu, De;  Zhang, Jiabin;  Zhang, Lei;  Zhang, Zhengtao
浏览  |  Adobe PDF(1324Kb)  |  收藏  |  浏览/下载：378/81  |  提交时间：2020/08/03
Coarse-fine positioning  deep-hole component  defect inspection  edge grouping  image processing  
Robotic Skill Learning for Precision Assembly With Microscopic Vision and Force Feedback 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2019, 卷号: 24, 期号: 3, 页码: 1117-1128
作者:  Qin, Fangbo;  Xu, De;  Zhang, Dapeng;  Li, Ying
浏览  |  Adobe PDF(2296Kb)  |  收藏  |  浏览/下载：584/213  |  提交时间：2019/05/06
Force control  learning from demonstration  microscopic vision  precision assembly  robotic skill learning  
Automatic Metallic Surface Defect Detection and Recognition with Convolutional Neural Networks 期刊论文
APPLIED SCIENCES-BASEL, 2018, 卷号: 8, 期号: 9, 页码: 15
作者:  Tao Xian;  Zhang Dapeng;  Ma Wenzhi;  Liu Xilong;  Xu De;  Xian Tao
Adobe PDF(3978Kb)  |  收藏  |  浏览/下载：1024/462  |  提交时间：2018/10/02
metallic surface  autoencoder  convolutional neural network  defect detection  
Tracking and Guiding Multiple Laser Beams Based on Beam and Target Alignment System 期刊论文
International Journal of Automation and Computing, 2015, 卷号: 12, 期号: 6, 页码: 600-610
作者:  Zhang, Pengcheng(张鹏程);  Xu, De(徐德)
Adobe PDF(1187Kb)  |  收藏  |  浏览/下载：331/101  |  提交时间：2018/01/05
Laser Spot  Spot Segmentation  Contour Tracking  Visual Feedback  Beam And Target Alignment  
An Efficient Insertion Control Method for Precision Assembly of Cylindrical Components 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 卷号: 64, 期号: 12, 页码: 9355-9365
作者:  Liu, Song;  Li, You-Fu;  Xing, Deng-Peng;  Xu, De;  Su, Hu;  Liu S(刘松)
Adobe PDF(1041Kb)  |  收藏  |  浏览/下载：410/147  |  提交时间：2018/01/04
Assessment Function  Discount Factor  Insertion Control Strategy  Insertion Depth Estimation  Precision Assembly  Stochastic State Transition