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CASIA OpenIR
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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, 卷号: 20, 期号: 4, 页码: 583-594
作者:  Xinyao Xu;  De Xu;  Fangbo Qin
Adobe PDF(1348Kb)  |  收藏  |  浏览/下载：0/0  |  提交时间：2024/04/23
Data augmentation, feature clustering, class-rebalance strategy, few-shot learning, fault diagnosis  
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
作者:  Hao, Tiantian;  Xu, De;  Qin, Fangbo
收藏  |  浏览/下载：30/0  |  提交时间：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
作者:  Qin, Fangbo;  Lin, Shan;  Xu, De
收藏  |  浏览/下载：76/0  |  提交时间：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
作者:  Xu, Xinyao;  Xu, De;  Qin, Fangbo
Adobe PDF(1677Kb)  |  收藏  |  浏览/下载：145/56  |  提交时间：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
作者:  Xu, Xinyao;  Qin, Fangbo;  Zhao, Wenjun;  Xu, De;  Wang, Xingang;  Yang, Xihao
收藏  |  浏览/下载：192/0  |  提交时间：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
作者:  Ma, Yanqin;  Xu, De;  Qin, Fangbo
收藏  |  浏览/下载：251/0  |  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  
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
作者:  Li, Ying;  Qin, Fangbo;  Du, Shaofeng;  Xu, De;  Zhang, Jianqiang
收藏  |  浏览/下载：205/0  |  提交时间：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
作者:  Shen, Fei;  Qin, Fangbo;  Zhang, Zhengtao;  Xu, De;  Zhang, Juan;  Wu, Wenrong
收藏  |  浏览/下载：251/0  |  提交时间：2021/01/06
Image feature extraction  microassembly  multimicroscopic vision control  pose measurement  slice microdevice  
Simultaneous control in belief space for circular insertion in precision assembly 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17, 期号: xx, 页码: xxxx
作者:  Xing DP(邢登鹏);  Liu FF(刘芳芳);  Xu D(徐德);  Xu B(徐波)
Adobe PDF(4400Kb)  |  收藏  |  浏览/下载：304/102  |  提交时间：2020/11/02
belief space  
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
作者:  Fangbo Qin;  Fei Shen;  Dapeng Zhang;  Xilong Liu;  De Xu
收藏  |  浏览/下载：43/0  |  提交时间：2020/10/27
Microscopic Vision  Image Feature Extraction  Pose Measurement  Geometric Constraint  Precision Assembly