MRSDI-CNN: Multi-Model Rail Surface Defect Inspection System Based on Convolutional Neural Networks

IEEE Transactions on Intelligent Transportation Systems ◽

10.1109/tits.2021.3101053 ◽

2021 ◽

pp. 1-16

Author(s):

Hui Zhang ◽

Yanan Song ◽

Yurong Chen ◽

Hang Zhong ◽

Li Liu ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Surface Defect ◽

Inspection System ◽

Defect Inspection ◽

Rail Surface Defect

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Automatic Surface Defect Inspection System Using Convolutional Neural Networks

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/999/1/012012 ◽

2020 ◽

Vol 999 ◽

pp. 012012

Author(s):

X Zhu ◽

S K Kundu ◽

N K Bangalore Ramaiah

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Surface Defect ◽

Inspection System ◽

Defect Inspection

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A Novel Method Based on Deep Convolutional Neural Networks for Wafer Semiconductor Surface Defect Inspection

IEEE Transactions on Instrumentation and Measurement ◽

10.1109/tim.2020.3007292 ◽

2020 ◽

Vol 69 (12) ◽

pp. 9668-9680 ◽

Author(s):

Guojun Wen ◽

Zhijun Gao ◽

Qi Cai ◽

Yudan Wang ◽

Shuang Mei

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Surface Defect ◽

Semiconductor Surface ◽

Defect Inspection ◽

Deep Convolutional Neural Networks ◽

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Defect Inspection System Using Deep Convolutional Neural Networks

The Proceedings of JSME annual Conference on Robotics and Mechatronics (Robomec) ◽

10.1299/jsmermd.2018.2a2-k14 ◽

2018 ◽

Vol 2018 (0) ◽

pp. 2A2-K14

Author(s):

Kenta TOKUNO ◽

Fusaomi NAGATA ◽

Akimasa OTSUKA ◽

Keigo WATANABE

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Inspection System ◽

Defect Inspection ◽

Deep Convolutional Neural Networks

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Surface defect detection of voltage-dependent resistors using convolutional neural networks

Multimedia Tools and Applications ◽

10.1007/s11042-019-08407-1 ◽

2019 ◽

Vol 79 (9-10) ◽

pp. 6531-6546 ◽

Author(s):

Tiejun Yang ◽

Shan Peng ◽

Lin Huang

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Defect Detection ◽

Surface Defect ◽

Voltage Dependent ◽

Surface Defect Detection

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Rail surface defect inspection via self-reference template and similarity evaluation

Measurement Science and Technology ◽

10.1088/1361-6501/ac31ca ◽

2021 ◽

Author(s):

Ning Lang ◽

Decheng Wang ◽

Peng Cheng ◽

Lingxiao Liu

Keyword(s):

Surface Defect ◽

Defect Inspection ◽

Self Reference ◽

Rail Surface Defect

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Enhanced Faster Region Convolutional Neural Networks for Steel Surface Defect Detection

ISIJ International ◽

10.2355/isijinternational.isijint-2019-335 ◽

2020 ◽

Vol 60 (3) ◽

pp. 539-545

Author(s):

Rubo Wei ◽

Yonghong Song ◽

Yuanlin Zhang

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Defect Detection ◽

Steel Surface ◽

Surface Defect ◽

Surface Defect Detection

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Surface Defect Detection for Automated Inspection Systems using Convolutional Neural Networks

2019 27th Mediterranean Conference on Control and Automation (MED) ◽

10.1109/med.2019.8798497 ◽

2019 ◽

Author(s):

Thomas Konrad ◽

Lutz Lohmann ◽

Dirk Abel

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Defect Detection ◽

Surface Defect ◽

Automated Inspection ◽

Surface Defect Detection ◽

Inspection Systems

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Surface defect recognition of varistor based on deep convolutional neural networks

Optoelectronic Imaging and Multimedia Technology VI ◽

10.1117/12.2540562 ◽

2019 ◽

Author(s):

Tiejun Yang ◽

Lei Xiao ◽

Bo Gong ◽

Lin Huang

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Surface Defect ◽

Deep Convolutional Neural Networks ◽

Defect Recognition

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A deep learning-based surface defect inspection system using multi-scale and channel-compressed features

IEEE Transactions on Instrumentation and Measurement ◽

10.1109/tim.2020.2986875 ◽

2020 ◽

pp. 1-1

Author(s):

Jiangxin Yang ◽

Guizhong Fu ◽

Wenbin Zhu ◽

Yanlong Cao ◽

Yanpeng Cao ◽

...

Keyword(s):

Deep Learning ◽

Surface Defect ◽

Inspection System ◽

Defect Inspection ◽

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An Automated Optical Inspection System for PIP Solder Joint Classification Using Convolutional Neural Networks

2021 IEEE 71st Electronic Components and Technology Conference (ECTC) ◽

10.1109/ectc32696.2021.00346 ◽

2021 ◽

Author(s):

K. Schmidt ◽

D. Rauchensteiner ◽

C. Voigt ◽

N. Thielen ◽

J. Bonig ◽

...

Keyword(s):

Neural Networks ◽

Solder Joint ◽

Convolutional Neural Networks ◽

Inspection System ◽

Optical Inspection ◽

Automated Optical Inspection ◽

Joint Classification ◽

Optical Inspection System

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