{"title":"Preliminary Study on Segmentation of Printed Wiring Board Images by use of Standard Deviation Filter and SVM","authors":"Shogo Eda, H. Takizawa","doi":"10.23919/ICEP55381.2022.9795430","DOIUrl":null,"url":null,"abstract":"It is necessary to detect defect parts on printed wiring boards (PWBs). This paper proposes a segmentation method of PWB images by use of a standard deviation filter and patch-based support vector machine. The proposed method was applied to actual PWB images, and several results were shown.","PeriodicalId":413776,"journal":{"name":"2022 International Conference on Electronics Packaging (ICEP)","volume":"52 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 International Conference on Electronics Packaging (ICEP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23919/ICEP55381.2022.9795430","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
It is necessary to detect defect parts on printed wiring boards (PWBs). This paper proposes a segmentation method of PWB images by use of a standard deviation filter and patch-based support vector machine. The proposed method was applied to actual PWB images, and several results were shown.
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