MATLAB based defect detection and classification of printed circuit board

2012 Second International Conference on Digital Information and Communication Technology and it's Applications (DICTAP) ◽

10.1109/dictap.2012.6215366 ◽

2012 ◽

Author(s):

Siti Hazurah Indera Putera ◽

Syahrul Fahmi Dzafaruddin ◽

Maziah Mohamad

Keyword(s):

Defect Detection ◽

Printed Circuit Board ◽

Circuit Board ◽

Printed Circuit

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Detection and classification of Printed circuit board defects using image subtraction method

2014 Recent Advances in Engineering and Computational Sciences (RAECS) ◽

10.1109/raecs.2014.6799537 ◽

2014 ◽

Author(s):

Beant Kaur ◽

Gurmeet Kaur ◽

Amandeep Kaur

Keyword(s):

Printed Circuit Board ◽

Circuit Board ◽

Subtraction Method ◽

Image Subtraction ◽

Printed Circuit

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A Hybrid Approach for Detection and Classification of the Defects on Printed Circuit Board

International Journal of Computer Applications ◽

10.5120/21595-4691 ◽

2015 ◽

Vol 121 (12) ◽

pp. 42-48 ◽

Author(s):

Swagata Ray ◽

Joydeep Mukherjee

Keyword(s):

Printed Circuit Board ◽

Hybrid Approach ◽

Circuit Board ◽

Printed Circuit

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Defect detection of printed circuit board based on lightweight deep convolution network

IET Image Processing ◽

10.1049/iet-ipr.2020.0841 ◽

2020 ◽

Vol 14 (15) ◽

pp. 3932-3940

Author(s):

Jiaquan Shen ◽

Ningzhong Liu ◽

Han Sun

Keyword(s):

Defect Detection ◽

Printed Circuit Board ◽

Circuit Board ◽

Printed Circuit ◽

Deep Convolution Network

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Contribution to the printed circuit board defect detection techniques based on fast wavelet transform

10.47749/t/unicamp.2020.1127084 ◽

2020 ◽

Author(s):

Weslei Lopes Sanches

Keyword(s):

Wavelet Transform ◽

Defect Detection ◽

Printed Circuit Board ◽

Circuit Board ◽

Fast Wavelet Transform ◽

Detection Techniques ◽

Printed Circuit ◽

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A case-based evolutionary model for defect classification of printed circuit board images

Journal of Intelligent Manufacturing ◽

10.1007/s10845-008-0074-8 ◽

2008 ◽

Vol 19 (2) ◽

pp. 203-214 ◽

Author(s):

Pei-Chann Chang ◽

Li-Yuan Chen ◽

Chin-Yuan Fan

Keyword(s):

Printed Circuit Board ◽

Evolutionary Model ◽

Circuit Board ◽

Defect Classification ◽

Printed Circuit ◽

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Improved Defect Classification of Printed Circuit Board Using SVM

Intelligent Decision Technologies - Smart Innovation, Systems and Technologies ◽

10.1007/978-3-642-29920-9_36 ◽

2012 ◽

pp. 355-363 ◽

Author(s):

Yuji Iwahori ◽

Deepak Kumar ◽

Takuya Nakagawa ◽

M. K. Bhuyan

Keyword(s):

Printed Circuit Board ◽

Circuit Board ◽

Defect Classification ◽

Printed Circuit

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Multi-scale defect detection of printed circuit board based on feature pyramid network

2021 IEEE International Conference on Artificial Intelligence and Computer Applications (ICAICA) ◽

10.1109/icaica52286.2021.9498174 ◽

2021 ◽

Author(s):

Qingfeng Zhang ◽

Hairan Liu

Keyword(s):

Defect Detection ◽

Printed Circuit Board ◽

Circuit Board ◽

Printed Circuit ◽

Multi Scale ◽

Feature Pyramid

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High-Speed Defect Detection of Printed Circuit Board Based on Eddy-Current Testing Method

IEEJ Transactions on Electronics Information and Systems ◽

10.1541/ieejeiss.134.651 ◽

2014 ◽

Vol 134 (5) ◽

pp. 651-656

Author(s):

Hiroaki Murata ◽

Yoshio Ikehata ◽

Sotoshi Yamada

Keyword(s):

Defect Detection ◽

Eddy Current ◽

Printed Circuit Board ◽

Eddy Current Testing ◽

Circuit Board ◽

Current Testing ◽

Printed Circuit ◽

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Adversarial semi-supervised learning method for printed circuit board unknown defect detection

The Journal of Engineering ◽

10.1049/joe.2019.1181 ◽

2020 ◽

Vol 2020 (13) ◽

pp. 505-510

Author(s):

Wei Shi ◽

Linlin Zhang ◽

Yihui Li ◽

Hong Liu

Keyword(s):

Supervised Learning ◽

Defect Detection ◽

Printed Circuit Board ◽

Circuit Board ◽

Learning Method ◽

Printed Circuit

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A Method for Surface Defect Detection of Printed Circuit Board Based on Improved YOLOv4

2021 IEEE 2nd International Conference on Big Data, Artificial Intelligence and Internet of Things Engineering (ICBAIE) ◽

10.1109/icbaie52039.2021.9390006 ◽

2021 ◽

Author(s):

Haofei Xie ◽

Yuan Li ◽

Xingchen Li ◽

Li He

Keyword(s):

Defect Detection ◽

Surface Defect ◽

Printed Circuit Board ◽

Circuit Board ◽

Printed Circuit ◽

Surface Defect Detection

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