一种传动式高速铝箔针孔检测系统

Xinbin Luo, Shan Fu, Xiu-Qin Huang, Qing-Qing Xing
{"title":"一种传动式高速铝箔针孔检测系统","authors":"Xinbin Luo, Shan Fu, Xiu-Qin Huang, Qing-Qing Xing","doi":"10.1109/ICMLC.2014.7009119","DOIUrl":null,"url":null,"abstract":"A transmission-type pinhole detection system is proposed for high-speed aluminum foil, which could automatically detect and identify pinhole defects on the aluminum foil strip. The transmitting light passes through the pinholes in the foil strip and forms a bright spot area in the camera image to detect the pinholes. However, the pseudo-defects generated by the external factors will affect the identification of pinhole defects; thus, a unique mechanical device is used to shield the external interference. On this basis, a simple, fast, and effective detection and classification algorithm is adopted to meet the requirements of real-time detection and identification. Subsequently, based on the demand of production application, a novel algorithm to merge pinhole defects is designed. This system has been evaluated and applied in an aluminum plant and the field application results show that it is a stable and reliable system for real-time pinhole detection.","PeriodicalId":335296,"journal":{"name":"2014 International Conference on Machine Learning and Cybernetics","volume":"17 2","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A transmission-type pinhole detection system for high-speed aluminum foil\",\"authors\":\"Xinbin Luo, Shan Fu, Xiu-Qin Huang, Qing-Qing Xing\",\"doi\":\"10.1109/ICMLC.2014.7009119\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A transmission-type pinhole detection system is proposed for high-speed aluminum foil, which could automatically detect and identify pinhole defects on the aluminum foil strip. The transmitting light passes through the pinholes in the foil strip and forms a bright spot area in the camera image to detect the pinholes. However, the pseudo-defects generated by the external factors will affect the identification of pinhole defects; thus, a unique mechanical device is used to shield the external interference. On this basis, a simple, fast, and effective detection and classification algorithm is adopted to meet the requirements of real-time detection and identification. Subsequently, based on the demand of production application, a novel algorithm to merge pinhole defects is designed. This system has been evaluated and applied in an aluminum plant and the field application results show that it is a stable and reliable system for real-time pinhole detection.\",\"PeriodicalId\":335296,\"journal\":{\"name\":\"2014 International Conference on Machine Learning and Cybernetics\",\"volume\":\"17 2\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-07-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2014 International Conference on Machine Learning and Cybernetics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICMLC.2014.7009119\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 International Conference on Machine Learning and Cybernetics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMLC.2014.7009119","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

提出了一种传动式高速铝箔针孔检测系统,该系统能自动检测和识别铝箔带材上的针孔缺陷。透射光穿过箔条上的针孔,在相机图像上形成亮点区域,以检测针孔。但外部因素产生的伪缺陷会影响针孔缺陷的识别;因此,一种独特的机械装置被用来屏蔽外部干扰。在此基础上,采用简单、快速、有效的检测分类算法,满足实时检测识别的要求。随后,根据生产应用的需要,设计了一种新的针孔缺陷合并算法。该系统已在某铝厂进行了评估和应用,现场应用结果表明,该系统是一种稳定可靠的实时针孔检测系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A transmission-type pinhole detection system for high-speed aluminum foil
A transmission-type pinhole detection system is proposed for high-speed aluminum foil, which could automatically detect and identify pinhole defects on the aluminum foil strip. The transmitting light passes through the pinholes in the foil strip and forms a bright spot area in the camera image to detect the pinholes. However, the pseudo-defects generated by the external factors will affect the identification of pinhole defects; thus, a unique mechanical device is used to shield the external interference. On this basis, a simple, fast, and effective detection and classification algorithm is adopted to meet the requirements of real-time detection and identification. Subsequently, based on the demand of production application, a novel algorithm to merge pinhole defects is designed. This system has been evaluated and applied in an aluminum plant and the field application results show that it is a stable and reliable system for real-time pinhole detection.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信