J. Quintanilla-Domínguez, J. I. Yáñez-Vargas, Miriam Butanda-Serrano, Enrique Sánchez-Torrecitas
{"title":"Analysis and automatic segmentation of images for lungs regions extraction in X-ray chest","authors":"J. Quintanilla-Domínguez, J. I. Yáñez-Vargas, Miriam Butanda-Serrano, Enrique Sánchez-Torrecitas","doi":"10.35429/JQSA.2020.21.7.18.27","DOIUrl":null,"url":null,"abstract":"One of the main disease caused by the COVID-19 in the humans is the pneumonia. This disease mainly attacks the lungs and one of the effective methods for diagnosis is through X-ray chest analysis. Due this in this work a methodology that allow the segmentation and analysis of regions that belong to the lungs in images of X-ray chest is presented. This methodology is based mainly in the implementation of some digital image processing techniques such as: contrast enhancement, segmentation, binarization and the application of morphological operations as the erosion and dilatation.","PeriodicalId":158993,"journal":{"name":"Journal of Quantitative and Statistical Analysis","volume":"5 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Quantitative and Statistical Analysis","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.35429/JQSA.2020.21.7.18.27","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
One of the main disease caused by the COVID-19 in the humans is the pneumonia. This disease mainly attacks the lungs and one of the effective methods for diagnosis is through X-ray chest analysis. Due this in this work a methodology that allow the segmentation and analysis of regions that belong to the lungs in images of X-ray chest is presented. This methodology is based mainly in the implementation of some digital image processing techniques such as: contrast enhancement, segmentation, binarization and the application of morphological operations as the erosion and dilatation.
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