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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：1/0  |  提交时间：2024/04/23
Data augmentation, feature clustering, class-rebalance strategy, few-shot learning, fault diagnosis  
Probabilistic Boundary-Guided Point Cloud Primitive Segmentation Network 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 卷号: 72, 页码: 13
作者:  Wang, Shaohu;  Qin, Fangbo;  Tong, Yuchuang;  Shang, Xiuqin;  Zhang, Zhengtao
收藏  |  浏览/下载：59/0  |  提交时间：2023/12/21
Boundary prediction  primitive segmentation  probabilistic representation  
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：79/0  |  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  
Keypoint Localization Based on Convolutional Neural Network for Robotic Implantation of Flexible Micro-Electrodes 会议论文
, 墨西哥/成都, 2022年8月24日-2022年8月26日
作者:  Liang, Wenliang;  Qin, Fangbo;  Han, Xinyong;  Zhang, Dapeng
Adobe PDF(1788Kb)  |  收藏  |  浏览/下载：111/41  |  提交时间：2023/06/28
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：147/56  |  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：194/0  |  提交时间：2022/06/10
Anomaly detection  autoencoder  gated recurrent unit  multimode process  
Intelligent Objective Osteon Segmentation Based on Deep Learning 期刊论文
FRONTIERS IN EARTH SCIENCE, 2022, 卷号: 10, 页码: 8
作者:  Qin, Zichuan;  Qin, Fangbo;  Li, Ying;  Yu, Congyu
收藏  |  浏览/下载：129/0  |  提交时间：2022/06/06
dinosaur  histology  osteon  deep learning  segmentation  alvarezsauria  
CT Segmentation of Dinosaur Fossils by Deep Learning 期刊论文
FRONTIERS IN EARTH SCIENCE, 2022, 卷号: 9, 页码: 8
作者:  Yu, Congyu;  Qin, Fangbo;  Li, Ying;  Qin, Zichuan;  Norell, Mark
收藏  |  浏览/下载：118/0  |  提交时间：2022/06/06
deep learning  CT  segmentation  fossil  dinosaur  
Multi-Frame Feature Aggregation for Real-Time Instrument Segmentation in Endoscopic Video 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2021, 卷号: 6, 期号: 4, 页码: 6773-6780
作者:  Lin, Shan;  Qin, Fangbo;  Peng, Haonan;  Bly, Randall A.;  Moe, Kris S.;  Hannaford, Blake
收藏  |  浏览/下载：173/0  |  提交时间：2021/11/02
Computer vision for medical robotics  deep learning for visual perception  object detection  segmentation and categorization