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CADN: A weakly supervised learning-based category-aware object detection network for surface defect detection 期刊论文
Pattern Recognition, 2020, 期号: 109, 页码: 1-9
Authors:  Jiabin, Zhang;  Hu, Su;  Wei, Zou;  Xinyi, Gong;  Zhengtao, Zhang;  Fei, Shen
Adobe PDF(1838Kb)  |  Favorite  |  View/Download:5/0  |  Submit date:2021/06/17
Weakly supervised learning  Automated surface inspection  Defect detection  Knowledge distillation  
Visual Defect Inspection for Deep-Aperture Components With Coarse-to-Fine Contour Extraction 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2020, 卷号: 69, 期号: 6, 页码: 3262-3274
Authors:  Gong, Xinyi;  Su, Hu;  Xu, De;  Zhang, Jiabin;  Zhang, Lei;  Zhang, Zhengtao
View  |  Adobe PDF(1324Kb)  |  Favorite  |  View/Download:58/12  |  Submit date:2020/08/03
Coarse-fine positioning  deep-hole component  defect inspection  edge grouping  image processing  
Quality Inspection Based on Quadrangular Object Detection for Deep Aperture Component 期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2019, 卷号: Early Access, 期号: Early Access, 页码: 0
Authors:  Zhang JB(张家斌);  Zhang ZT(张正涛);  Su H(苏虎);  Zou W(邹伟);  Gong XY(宫新一);  Zhang F(张峰)
Adobe PDF(3914Kb)  |  Favorite  |  View/Download:13/2  |  Submit date:2021/05/27
Quality Inspection  Quadrangular Object Detection  
深孔类零部件内部缺陷的视觉检测方法研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学,中国科学院自动化研究所, 2019
Authors:  宫新一
Adobe PDF(77289Kb)  |  Favorite  |  View/Download:167/0  |  Submit date:2019/06/21
深孔零件  缺陷检测  视觉检测  深度卷积神经网络  目标检测  轮廓提取  形态分析  
Contour Extraction and Quality Inspection for Inner Structure of Deep Hole Components 期刊论文
IEEE Transactions on Components, Packaging and Manufacturing Technology, 2019, 卷号: 9, 期号: 3, 页码: 575-585
Authors:  Gong XY(宫新一);  Hu Su;  De Xu;  Huabin Yang;  Zhengtao Zhang;  Lei Zhang
View  |  Adobe PDF(1336Kb)  |  Favorite  |  View/Download:134/31  |  Submit date:2019/05/08
Brownian Motion, Edge Grouping, Contour Extraction, Deep-hole Component  
An overview of contour detection approaches 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 6, 页码: 656-672
Authors:  Gong XY(宫新一);  Hu Su;  De Xu;  Zhengtao Zhang;  Fei Shen;  Huabin Yang
View  |  Adobe PDF(8437Kb)  |  Favorite  |  View/Download:236/98  |  Submit date:2019/05/08
Contour Detection, Contour Salience, Gestalt Principle, Contour Grouping, Active Contour  
Wire Defect Recognition of Spring-Wire Socket Using Multitask Convolutional Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY, 2018, 卷号: 8, 期号: 4, 页码: 689-698
Authors:  Tao, Xian;  Wang, Zihao;  Zhang, Zhengtao;  Zhang, Dapeng;  Xu, De;  Gong, Xinyi;  Zhang, Lei
View  |  Adobe PDF(4279Kb)  |  Favorite  |  View/Download:222/100  |  Submit date:2018/10/02
Convolutional Neural Network (Cnn)  Defect Recognition  Machine Vision  Multitask Learning  Spring-wire Sockets  
An Overview of Contour Detection Approaches 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 6, 页码: 656-672
Authors:  Xin-Yi Gong;  Hu Su;  De Xu;  Zheng-Tao Zhang;  Fei Shen;  Hua-Bin Yang
View  |  Adobe PDF(1828Kb)  |  Favorite  |  View/Download:4/1  |  Submit date:2021/02/23
Contour detection  contour salience  gestalt principle  contour grouping  active contour.  
Vision-based Quality Inspection for Components with Small Diameter and Deep Hole 会议论文
, Takamatsu, Japan, 6-9 August 2017
Authors:  Xinyi Gong;  Hu Su;  Zhengtao Zhang;  De Xu
View  |  Adobe PDF(1604Kb)  |  Favorite  |  View/Download:214/68  |  Submit date:2017/09/20