Detection of suspicions of Varicose veins in the legs using thermal imaging
Descripción del Articulo
Varicose veins also known as venous insufficiency, are dilated veins due to an accumulation of blood that occurs in different parts of the body, the most common are in the legs, in addition to having a higher index in women for clothing style that they use. Varicose veins are classified by grades ra...
Autores: | , , |
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Formato: | artículo |
Fecha de Publicación: | 2019 |
Institución: | Universidad de Ciencias y Humanidades |
Repositorio: | UCH-Institucional |
Lenguaje: | inglés |
OAI Identifier: | oai:repositorio.uch.edu.pe:uch/289 |
Enlace del recurso: | http://repositorio.uch.edu.pe/handle/uch/289 https://thesai.org/Publications/ViewPaper?Volume=10&Issue=5&Code=IJACSA&SerialNo=54 http://doi.org/10.14569/IJACSA.2019.0100554 |
Nivel de acceso: | acceso abierto |
Materia: | Varicose veins Thermal image veins |
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dc.title.en.fl_str_mv |
Detection of suspicions of Varicose veins in the legs using thermal imaging |
title |
Detection of suspicions of Varicose veins in the legs using thermal imaging |
spellingShingle |
Detection of suspicions of Varicose veins in the legs using thermal imaging Meneses Claudio, Brian Varicose veins Thermal image veins |
title_short |
Detection of suspicions of Varicose veins in the legs using thermal imaging |
title_full |
Detection of suspicions of Varicose veins in the legs using thermal imaging |
title_fullStr |
Detection of suspicions of Varicose veins in the legs using thermal imaging |
title_full_unstemmed |
Detection of suspicions of Varicose veins in the legs using thermal imaging |
title_sort |
Detection of suspicions of Varicose veins in the legs using thermal imaging |
author |
Meneses Claudio, Brian |
author_facet |
Meneses Claudio, Brian Alvarado Díaz, Witman Roman Gonzalez, Avid |
author_role |
author |
author2 |
Alvarado Díaz, Witman Roman Gonzalez, Avid |
author2_role |
author author |
dc.contributor.author.fl_str_mv |
Meneses Claudio, Brian Alvarado Díaz, Witman Roman Gonzalez, Avid |
dc.subject.en.fl_str_mv |
Varicose veins Thermal image veins |
topic |
Varicose veins Thermal image veins |
description |
Varicose veins also known as venous insufficiency, are dilated veins due to an accumulation of blood that occurs in different parts of the body, the most common are in the legs, in addition to having a higher index in women for clothing style that they use. Varicose veins are classified by grades ranging from I to IV and can cause pain, itching, cramps and even ulcers if they are treated in time. Not all varicose veins can be visible superficially, many of them begin inside of the skin. According to the WHO (World Health Organization) 10% of the world population has varicose veins. That is why the detection of suspicions of varicose veins in the legs was raised in this research work, first a thermal image will be obtained using the FLIR ONE Pro thermal camera following a necessary protocol of distance and temperature range. The thermal image is processed in MATLAB to identify the segments of the histogram of the thermal image, to obtain the area of the highest temperature indicating the presence of varicose vein in the subject's leg. The segmentation of the areas with the highest temperature was obtained as a result to be overlaid on the real image, showing the real image with the varicose vein segment found in the thermal image processing. |
publishDate |
2019 |
dc.date.accessioned.none.fl_str_mv |
2019-07-31T23:11:00Z |
dc.date.available.none.fl_str_mv |
2019-07-31T23:11:00Z |
dc.date.issued.fl_str_mv |
2019 |
dc.type.en_PE.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
dc.identifier.citation.en_PE.fl_str_mv |
Meneses Claudio, B., Alvarado Diaz, W., & Roman Gonzalez, A.(2019).Detection of suspicions of varicose veins in the legs using thermal imaging. International Journal of Advanced Computer Science and Applications, 10(5), 431-435. |
dc.identifier.issn.none.fl_str_mv |
2158-107X 2156-5570 |
dc.identifier.uri.none.fl_str_mv |
http://repositorio.uch.edu.pe/handle/uch/289 https://thesai.org/Publications/ViewPaper?Volume=10&Issue=5&Code=IJACSA&SerialNo=54 http://doi.org/10.14569/IJACSA.2019.0100554 |
dc.identifier.doi.en_PE.fl_str_mv |
10.14569/IJACSA.2019.0100554 |
dc.identifier.journal.en_PE.fl_str_mv |
International Journal of Advanced Computer Science and Applications |
dc.identifier.scopus.none.fl_str_mv |
2-s2.0-85066753978 |
identifier_str_mv |
Meneses Claudio, B., Alvarado Diaz, W., & Roman Gonzalez, A.(2019).Detection of suspicions of varicose veins in the legs using thermal imaging. International Journal of Advanced Computer Science and Applications, 10(5), 431-435. 2158-107X 2156-5570 10.14569/IJACSA.2019.0100554 International Journal of Advanced Computer Science and Applications 2-s2.0-85066753978 |
url |
http://repositorio.uch.edu.pe/handle/uch/289 https://thesai.org/Publications/ViewPaper?Volume=10&Issue=5&Code=IJACSA&SerialNo=54 http://doi.org/10.14569/IJACSA.2019.0100554 |
dc.language.iso.none.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
info:eu-repo/semantics/article |
dc.relation.ispartof.none.fl_str_mv |
International Journal of Advanced Computer Science and Applications |
dc.rights.none.fl_str_mv |
info:eu-repo/semantics/openAccess |
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https://creativecommons.org/licenses/by/4.0/ |
eu_rights_str_mv |
openAccess |
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https://creativecommons.org/licenses/by/4.0/ |
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application/pdf |
dc.publisher.en_PE.fl_str_mv |
Science and Information Organization |
dc.source.en_PE.fl_str_mv |
Repositorio Institucional - UCH Universidad de Ciencias y Humanidades |
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Meneses Claudio, BrianAlvarado Díaz, WitmanRoman Gonzalez, Avid2019-07-31T23:11:00Z2019-07-31T23:11:00Z2019Meneses Claudio, B., Alvarado Diaz, W., & Roman Gonzalez, A.(2019).Detection of suspicions of varicose veins in the legs using thermal imaging. International Journal of Advanced Computer Science and Applications, 10(5), 431-435.2158-107X2156-5570http://repositorio.uch.edu.pe/handle/uch/289https://thesai.org/Publications/ViewPaper?Volume=10&Issue=5&Code=IJACSA&SerialNo=54http://doi.org/10.14569/IJACSA.2019.010055410.14569/IJACSA.2019.0100554International Journal of Advanced Computer Science and Applications2-s2.0-85066753978Varicose veins also known as venous insufficiency, are dilated veins due to an accumulation of blood that occurs in different parts of the body, the most common are in the legs, in addition to having a higher index in women for clothing style that they use. Varicose veins are classified by grades ranging from I to IV and can cause pain, itching, cramps and even ulcers if they are treated in time. Not all varicose veins can be visible superficially, many of them begin inside of the skin. According to the WHO (World Health Organization) 10% of the world population has varicose veins. That is why the detection of suspicions of varicose veins in the legs was raised in this research work, first a thermal image will be obtained using the FLIR ONE Pro thermal camera following a necessary protocol of distance and temperature range. The thermal image is processed in MATLAB to identify the segments of the histogram of the thermal image, to obtain the area of the highest temperature indicating the presence of varicose vein in the subject's leg. The segmentation of the areas with the highest temperature was obtained as a result to be overlaid on the real image, showing the real image with the varicose vein segment found in the thermal image processing.Submitted by sistemas uch (sistemas@uch.edu.pe) on 2019-07-31T23:11:00Z No. of bitstreams: 1 2019_Meneses-Claudio.pdf: 760637 bytes, checksum: 42277a63186ef705d53134275055d062 (MD5)Made available in DSpace on 2019-07-31T23:11:00Z (GMT). No. of bitstreams: 1 2019_Meneses-Claudio.pdf: 760637 bytes, checksum: 42277a63186ef705d53134275055d062 (MD5) Previous issue date: 2019application/pdfengScience and Information Organizationinfo:eu-repo/semantics/articleInternational Journal of Advanced Computer Science and Applicationsinfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/4.0/Repositorio Institucional - UCHUniversidad de Ciencias y Humanidadesreponame:UCH-Institucionalinstname:Universidad de Ciencias y Humanidadesinstacron:UCHVaricose veinsThermal imageveinsDetection of suspicions of Varicose veins in the legs using thermal imaginginfo:eu-repo/semantics/articleORIGINAL2019_Meneses-Claudio.pdf2019_Meneses-Claudio.pdfapplication/pdf760637http://repositorio.uch.edu.pe/xmlui/bitstream/uch/289/1/2019_Meneses-Claudio.pdf42277a63186ef705d53134275055d062MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.uch.edu.pe/xmlui/bitstream/uch/289/2/license.txt8a4605be74aa9ea9d79846c1fba20a33MD52uch/289oai:repositorio.uch.edu.pe:uch/2892019-08-04 00:35:27.784Repositorio UCHuch.dspace@gmail.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 |
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La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).