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图像异常检测研究现状综述 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 6, 页码: 1402-1428
Authors:  吕承侃;  沈飞;  张正涛;  张峰
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图像异常检测  计算机视觉  深度学习  神经网络  背景重构  
面向工业外观质检的图像异常区域定位方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  吕承侃
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工业外观质检  深度学习  图像异常检测  纹理背景  图像重构  距离度量  
A Novel Pixel-Wise Defect Inspection Method Based on Stable Background Reconstruction 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 卷号: 70, 页码: 13
Authors:  Lv, Chengkan;  Shen, Fei;  Zhang, Zhengtao;  Xu, De;  He, Yonghao
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Anomaly detection  autoencoder  background reconstruction  defect inspection  
A Fast Surface Defect Detection Method Based on Background Reconstruction 期刊论文
INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING, 2019, 卷号: 21, 期号: 3, 页码: 363-375
Authors:  Lv, Chengkan;  Zhang, Zhengtao;  Shen, Fei;  Zhang, Feng;  Su, Hu
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Defect detection  Unsupervised learning  Background reconstruction