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Surface defect detection and semantic segmentation with a novel lightweight deep neural network 期刊论文
Measurement Science and Technology, 2024, 卷号: 35, 期号: 8, 页码: 14
作者:  Huang,Qiang;  Li,Fudong;  Yang,Yuequan;  Tao,Xian;  Li,Wei;  Wang,Xu;  Wang,Yong
收藏  |  浏览/下载：8/0  |  提交时间：2024/07/03
deep learning  surface defect detection  semantic segmentation  lightweight network  
ViTALnet: Anomaly on Industrial Textured Surfaces With Hybrid Transformer 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 页码: 1-13
作者:  Tao X(陶显);  Chandranath Adak;  Pang-Jo Chun;  Shaohua Yan;  Huaping Liu
Adobe PDF(867Kb)  |  收藏  |  浏览/下载：33/7  |  提交时间：2024/06/05
Learning Multi-Resolution Features for Unsupervised Anomaly Localization on Industrial Textured Surfaces 期刊论文
IEEE Transactions on Artificial Intelligence, 2024, 页码: 1-13
作者:  Tao X(陶显);  Shaohua Yan;  Xinyi Gong;  Chandranath Adak
Adobe PDF(6034Kb)  |  收藏  |  浏览/下载：43/13  |  提交时间：2024/06/04
Investigating Shift Equivalence of Convolutional Neural Networks in Industrial Defect Segmentation 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 页码: 1-17
作者:  Qu Z(屈震);  Tao X(陶显);  Shen F(沈飞);  Zhang ZT(张正涛);  Li T(李涛)
Adobe PDF(2869Kb)  |  收藏  |  浏览/下载：40/16  |  提交时间：2024/06/04
Dual-Branch Learning With Prior Information for Surface Anomaly Detection 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 卷号: 72, 页码: 11
作者:  Wang, Shuyuan;  Lv, Chengkan;  Zhang, Zhengtao;  Wei, Xueyan
收藏  |  浏览/下载：132/0  |  提交时间：2023/11/16
Image reconstruction  Decoding  Anomaly detection  Training data  Feature extraction  Surface reconstruction  Training  anomaly escape  defect detection  dual-branch (DB) autoencoder (AE)  gated attention (GA)  overkill  
Mask-Guided Generation Method for Industrial Defect Images with Non-uniform Structures 期刊论文
MACHINES, 2022, 卷号: 10, 期号: 12, 页码: 17
作者:  Wei, Jing;  Zhang, Zhengtao;  Shen, Fei;  Lv, Chengkan
收藏  |  浏览/下载：151/0  |  提交时间：2023/03/20
industrial manufacturing  deep learning  data augmentation  defect generation  defect detection  
A pixel-level deep segmentation network for automatic defect detection 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 215, 页码: 11
作者:  Yang, Lei;  Xu, Shuai;  Fan, Junfeng;  Li, En;  Liu, Yanhong
收藏  |  浏览/下载：409/0  |  提交时间：2023/02/22
Defect detection  Deep convolutional neural network  U-shape network  ConvLSTM network  
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
Adobe PDF(7056Kb)  |  收藏  |  浏览/下载：276/4  |  提交时间：2022/09/19
Anomaly localization (AL)  deep learning  industrial inspection  literature survey  unsupervised learning  
Cross-domain few-shot learning approach for lithium-ion battery surface defects classification using an improved siamese network 期刊论文
IEEE SENSORS JOURNAL, 2022, 页码: 1-1
作者:  Wu, Ke;  Tan, Jie;  Liu, Cheng Bao
Adobe PDF(5175Kb)  |  收藏  |  浏览/下载：347/125  |  提交时间：2022/06/14
Few-shot Learning  3D measurement  defect detection  image classification  
Conductive Particle Detection for Chip on Glass Using Convolutional Neural Network 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 卷号: 70, 期号: 1, 页码: 1-10
作者:  Tao X(陶显);  Ma WZ(马文治);  Lu ZF(逯正峰);  Hou ZX(侯占新)
Adobe PDF(3208Kb)  |  收藏  |  浏览/下载：269/63  |  提交时间：2022/03/03
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