Convolutional neural network‐based multi‐label classification of PCB defects

Author:

Zhang Linlin1,Jin Yongqing2,Yang Xuesong3,Li Xia2,Duan Xiaodong4,Sun Yuan1,Liu Hong2

Affiliation:

1. College of Information EngineeringMinzu University of ChinaBeijingPeople's Republic of China

2. Key Laboratory of Machine PerceptionPeking University, Shenzhen Graduate SchoolPeople's Republic of China

3. University of Illinois Urbana‐ChampaignUSA

4. Department of Electronic SystemsAalborg UniversityDenmark

Publisher

Institution of Engineering and Technology (IET)

Subject

General Engineering,Energy Engineering and Power Technology,Software

Reference27 articles.

1. Automated inspection of printed circuit boards through machine vision;Wu W.Y.;Comput. Ind.,1996

2. TatibanaM.H. LotufoR.D.A.: ‘Novel automatic PCB inspection technique based on connectivity’.Proc. X Brazilian Symp. on Computer Graphics and Image Processing Campos do Jordao 1997 pp.187–194

3. A novel algorithm for inspecting and classifying the defects of printed circuit boards;Chen X.J.;J. Huazhong Univ. Sci. Technol. Med. Sci.,2010

4. PuteraS.H.I. IbrahimZ.: ‘Printed circuit board defect detection using mathematical morphology and MATLAB image processing tools’.Int. Conf. on Education Technology and Computer Shanghai 2010 pp.V5‐359–V5‐363

5. PuteraS.H.I. DzafaruddinS.F. MohamadM.: ‘MATLAB based defect detection and classification of printed circuit board’.Int. Conf. on Digital Information and Communication Technology and it's Applications (DICTAP) Bangkok 2012 pp.115–119

Cited by 34 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. PCB Defect Detection Based on Improved Deep Learning Model;International Journal of Pattern Recognition and Artificial Intelligence;2024-08-09

2. Research on PCB defect detection using artificial intelligence: a systematic mapping study;Evolutionary Intelligence;2024-04-02

3. Mask Attention-Based Vision Transformer (MA-ViT) for PCB Defect Detection;2024 International Conference on Emerging Smart Computing and Informatics (ESCI);2024-03-05

4. Visual Geometry Group Network for Flexible Printed Circuit Board Surface Defect Classification;IEEE Canadian Journal of Electrical and Computer Engineering;2024

5. A Survey of PCB Defect Detection Algorithms;Journal of Electronic Testing;2023-12

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3