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Deep Industrial Image Anomaly Detection: A Survey
期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 104-135
作者:
Jiaqi Liu
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浏览/下载:0/0
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提交时间:2024/01/25
Image anomaly detection, defect detection, industrial manufacturing, deep learning, computer vision
Sea Surface Temperature and Marine Heat Wave Predictions in the South China Sea: A 3D U-Net Deep Learning Model Integrating Multi-Source Data
期刊论文
ATMOSPHERE, 2024, 卷号: 15, 期号: 1, 页码: 20
作者:
Xie, Bowen
;
Qi, Jifeng
;
Yang, Shuguo
;
Sun, Guimin
;
Feng, Zhongkun
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浏览/下载:1/0
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提交时间:2024/04/07
sea surface temperature
deep learning
3D U-Net model
marine heat waves
South China Sea
multi-source data
Deep Domain-Adversarial Anomaly Detection With One-Class Transfer Learning
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 524-546
作者:
Wentao Mao
;
Gangsheng Wang
;
Linlin Kou
;
Xihui Liang
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浏览/下载:16/0
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提交时间:2023/01/16
Anomaly detection
domain adaptation
domain-adversarial training
one-class classification
transfer learning
How Generative Adversarial Networks Promote the Development of Intelligent Transportation Systems: A Survey
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1781-1796
作者:
Hongyi Lin
;
Yang Liu
;
Shen Li
;
Xiaobo Qu
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浏览/下载:8/0
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提交时间:2023/08/10
Autonomous driving
generative adversarial network (GAN)
intelligent transportation system (ITS)
traffic anomaly inspection
traffic flow
Deep graph level anomaly detection with contrastive learning
期刊论文
SCIENTIFIC REPORTS, 2022, 卷号: 12, 期号: 1, 页码: 11
作者:
Luo, Xuexiong
;
Wu, Jia
;
Yang, Jian
;
Xue, Shan
;
Peng, Hao
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浏览/下载:14/0
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提交时间:2023/02/07
Deep Learning for Unsupervised Anomaly Localization in Industrial Images: A Survey
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71, 页码: 21
作者:
Tao, Xian
;
Gong, Xinyi
;
Zhang, Xin
;
Yan, Shaohua
;
Adak, Chandranath
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浏览/下载:35/0
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提交时间:2022/09/19
Anomaly localization (AL)
deep learning
industrial inspection
literature survey
unsupervised learning
Deep Learning-Based Framework for the Detection of Cyberattack Using Feature Engineering
期刊论文
SECURITY AND COMMUNICATION NETWORKS, 2021, 卷号: 2021
作者:
Akhtar, Muhammad Shoaib
;
Feng, Tao
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浏览/下载:13/0
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提交时间:2022/03/01
Automatic Unsupervised Fabric Defect Detection Based on Self-Feature Comparison
期刊论文
ELECTRONICS, 2021, 卷号: 10, 期号: 21, 页码: 14
作者:
Peng, Zhengrui
;
Gong, Xinyi
;
Wei, Bengang
;
Xu, Xiangyi
;
Meng, Shixiong
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浏览/下载:22/0
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提交时间:2021/12/28
fabric defect
unsupervised learning
computer vision
deep learning
Metal-Based Additive Manufacturing Condition Monitoring: A Review on Machine Learning Based Approaches
期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2021
作者:
Zhu, Kunpeng
;
Fuh, Jerry Ying Hsi
;
Lin, Xin
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浏览/下载:21/0
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提交时间:2022/01/25
Feature extraction
Process monitoring
Three-dimensional printing
Powders
Condition monitoring
Buildings
Metals
Condition monitoring
machine learning
metal-based additive manufacturing (MAM)
Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Liu, Yixin
;
Li, Zhao
;
Pan, Shirui
;
Gong, Chen
;
Zhou, Chuan
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浏览/下载:4/0
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提交时间:2022/04/02
Anomaly detection
Task analysis
Graph neural networks
Unsupervised learning
Predictive models
Pattern matching
Training
Anomaly detection
attributed networks
contrastive self-supervised learning
graph neural networks (GNNs)
unsupervised learning
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