{"title":"Face image barcodes by distributed cumulative histogram and clustering","authors":"R. Melnyk, Yurii Kalychak","doi":"10.1109/TCSET49122.2020.235589","DOIUrl":null,"url":null,"abstract":"Two generations of distributed cumulative histogram are in the base of the proposed approach to determine face features. The rough barcodes of the face image were obtained. The clustering K-means algorithm was applied to features to get more contrast bands of color. Then rough barcodes were transformed to real barcodes by highlighting the maximal bands and remaining all other as black background.","PeriodicalId":389689,"journal":{"name":"2020 IEEE 15th International Conference on Advanced Trends in Radioelectronics, Telecommunications and Computer Engineering (TCSET)","volume":"171 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE 15th International Conference on Advanced Trends in Radioelectronics, Telecommunications and Computer Engineering (TCSET)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/TCSET49122.2020.235589","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
Two generations of distributed cumulative histogram are in the base of the proposed approach to determine face features. The rough barcodes of the face image were obtained. The clustering K-means algorithm was applied to features to get more contrast bands of color. Then rough barcodes were transformed to real barcodes by highlighting the maximal bands and remaining all other as black background.
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