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Image-Based Visual Servoing for Position Alignment With Orthogonal Binocular Vision 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 卷号: 72, 页码: 10
Authors:  Hao, Tiantian;  Xu, De;  Qin, Fangbo
Favorite  |  View/Download:79/0  |  Submit date:2023/11/17
Binocular vision  image-based visual servoing (IBVS) control  interaction matrix  position alignment  sensitivity for motion  
Contour Primitive of Interest Extraction Network Based on Dual-Metric One-Shot Learning for Vision Measurement 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 4, 页码: 5839-5848
Authors:  Qin, Fangbo;  Lin, Shan;  Xu, De
Favorite  |  View/Download:127/0  |  Submit date:2023/11/17
Feature extraction  Measurement  Task analysis  Imaging  Image segmentation  Prototypes  Training  Contour extraction  deep learning  metric learning  one-shot learning  vision measurement  
A New Diagnosis Method with Few-shot Learning Based on a Class-rebalance Strategy for Scarce Faults in Industrial Processes 期刊论文
Machine Intelligence Research, 2023, 页码: 1-12
Authors:  Xu, Xinyao;  Xu, De;  Qin, Fangbo
Adobe PDF(1677Kb)  |  Favorite  |  View/Download:214/71  |  Submit date:2023/06/21
data augmentation  feature clustering  class-rebalance strategy  few-shot learning  fault diagnosis  
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:233/0  |  Submit date:2022/06/10
Anomaly detection  autoencoder  gated recurrent unit  multimode process  
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:295/0  |  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  
Vision-Based Imitation Learning of Needle Reaching Skill for Robotic Precision Manipulation 期刊论文
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2021, 卷号: 101, 期号: 1, 页码: 13
Authors:  Li, Ying;  Qin, Fangbo;  Du, Shaofeng;  Xu, De;  Zhang, Jianqiang
Favorite  |  View/Download:253/0  |  Submit date:2021/03/08
Imitation learning  Skill learning  Visual control  Robotic precision manipulation  Neural networks  
Automated Pose Measurement Method Based on Multivision and Sensor Collaboration for Slice Microdevice 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 1, 页码: 488-498
Authors:  Shen, Fei;  Qin, Fangbo;  Zhang, Zhengtao;  Xu, De;  Zhang, Juan;  Wu, Wenrong
Favorite  |  View/Download:299/0  |  Submit date:2021/01/06
Image feature extraction  microassembly  multimicroscopic vision control  pose measurement  slice microdevice  
Structured Contour Primitives Extraction for Microscopic Images and Application on High Precision Pose Measurement 期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2017, 期号: X, 页码: 1-12
Authors:  Fangbo Qin;  Fei Shen;  Dapeng Zhang;  Xilong Liu;  De Xu
Favorite  |  View/Download:51/0  |  Submit date:2020/10/27
Microscopic Vision  Image Feature Extraction  Pose Measurement  Geometric Constraint  Precision Assembly  
一种提高开合模机构定位精度的学习方法 专利
专利类型: 发明专利, 专利号: CN200710122476.2, 申请日期: 2007-09-26, 公开日期: 2009-04-01
Inventors:  杨雁;  宋英华;  徐波;  王云宽
Favorite  |  View/Download:38/0  |  Submit date:2020/10/27
Deep Reinforcement Learning of Robotic Precision Insertion Skill Accelerated by Demonstrations 会议论文
, Vancouver, British Columbia, Canada, 2019-08-22
Authors:  Wu, Xiapeng;  Zhang, Dapeng;  Qin, Fangbo;  Xu, De
View  |  Adobe PDF(1748Kb)  |  Favorite  |  View/Download:291/104  |  Submit date:2020/06/09