Morphological analysis and classification of types of surface corrosion damage by digital image processing
RESUMEN: En este trabajo se examina un concepto de análisis del daño de superficies de corrosión usando procesamiento digital de imágenes. El fenómeno de corrosión es analizado usando un valor digital para el daño de la superficie morfológica, en lugar de característica electromecánicas. Una imagen...
- Autores:
-
Garzón Reyes, Johnson
Barrero Meneses, César Augusto
García Tellez, Karen Edilma
Pérez, Freddy Rafael
Galeano, July
Salazar, Ángel
Lorduy, Héctor
- Tipo de recurso:
- Article of investigation
- Fecha de publicación:
- 2006
- Institución:
- Universidad de Antioquia
- Repositorio:
- Repositorio UdeA
- Idioma:
- eng
- OAI Identifier:
- oai:bibliotecadigital.udea.edu.co:10495/25150
- Acceso en línea:
- http://hdl.handle.net/10495/25150
- Palabra clave:
- Corrosión
Corrosion
Procesamiento digital de imágenes
Image processing - Digital techniques
Daño de superficies
- Rights
- openAccess
- License
- http://creativecommons.org/licenses/by/2.5/co/
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| dc.title.spa.fl_str_mv |
Morphological analysis and classification of types of surface corrosion damage by digital image processing |
| title |
Morphological analysis and classification of types of surface corrosion damage by digital image processing |
| spellingShingle |
Morphological analysis and classification of types of surface corrosion damage by digital image processing Corrosión Corrosion Procesamiento digital de imágenes Image processing - Digital techniques Daño de superficies |
| title_short |
Morphological analysis and classification of types of surface corrosion damage by digital image processing |
| title_full |
Morphological analysis and classification of types of surface corrosion damage by digital image processing |
| title_fullStr |
Morphological analysis and classification of types of surface corrosion damage by digital image processing |
| title_full_unstemmed |
Morphological analysis and classification of types of surface corrosion damage by digital image processing |
| title_sort |
Morphological analysis and classification of types of surface corrosion damage by digital image processing |
| dc.creator.fl_str_mv |
Garzón Reyes, Johnson Barrero Meneses, César Augusto García Tellez, Karen Edilma Pérez, Freddy Rafael Galeano, July Salazar, Ángel Lorduy, Héctor |
| dc.contributor.author.none.fl_str_mv |
Garzón Reyes, Johnson Barrero Meneses, César Augusto García Tellez, Karen Edilma Pérez, Freddy Rafael Galeano, July Salazar, Ángel Lorduy, Héctor |
| dc.contributor.researchgroup.spa.fl_str_mv |
Grupo de Estado Sólido Instrumentación Científica y Microelectrónica |
| dc.subject.decs.none.fl_str_mv |
Corrosión Corrosion |
| topic |
Corrosión Corrosion Procesamiento digital de imágenes Image processing - Digital techniques Daño de superficies |
| dc.subject.lemb.none.fl_str_mv |
Procesamiento digital de imágenes Image processing - Digital techniques |
| dc.subject.proposal.spa.fl_str_mv |
Daño de superficies |
| description |
RESUMEN: En este trabajo se examina un concepto de análisis del daño de superficies de corrosión usando procesamiento digital de imágenes. El fenómeno de corrosión es analizado usando un valor digital para el daño de la superficie morfológica, en lugar de característica electromecánicas. Una imagen es categorizadas por color y textura. Para calcular el color de la superficie se usó la interpretación del modelo RGB. Para los atributos de textura, se usó el método de la matriz de co-ocurrencia. Éste análisis desarrolla un método para la identificación automatizada de los daños de corrosión. |
| publishDate |
2006 |
| dc.date.issued.none.fl_str_mv |
2006 |
| dc.date.accessioned.none.fl_str_mv |
2021-12-16T17:47:25Z |
| dc.date.available.none.fl_str_mv |
2021-12-16T17:47:25Z |
| dc.type.spa.fl_str_mv |
Artículo de investigación |
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http://purl.org/coar/resource_type/c_2df8fbb1 |
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https://purl.org/redcol/resource_type/ART |
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http://purl.org/coar/version/c_970fb48d4fbd8a85 |
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info:eu-repo/semantics/article |
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info:eu-repo/semantics/publishedVersion |
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http://purl.org/coar/resource_type/c_2df8fbb1 |
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Barrero Meneses, César & García, K.E. & Pérez, F. & Salazar, A. & Galeano, July & Garzon, Jearson & Lorduy, H.. (2006). Morphological analysis and classification of types of surface corrosion damage by digital image processing. Revista de la Sociedad Colombiana de Física, ISSN 0120-2650, Vol. 38, Nº. 2, 2006, pags. 557-560. |
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0120-2650 |
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http://hdl.handle.net/10495/25150 |
| identifier_str_mv |
Barrero Meneses, César & García, K.E. & Pérez, F. & Salazar, A. & Galeano, July & Garzon, Jearson & Lorduy, H.. (2006). Morphological analysis and classification of types of surface corrosion damage by digital image processing. Revista de la Sociedad Colombiana de Física, ISSN 0120-2650, Vol. 38, Nº. 2, 2006, pags. 557-560. 0120-2650 |
| url |
http://hdl.handle.net/10495/25150 |
| dc.language.iso.spa.fl_str_mv |
eng |
| language |
eng |
| dc.relation.ispartofjournalabbrev.spa.fl_str_mv |
Rev. colomb. fis. |
| dc.relation.citationendpage.spa.fl_str_mv |
554 |
| dc.relation.citationissue.spa.fl_str_mv |
2 |
| dc.relation.citationstartpage.spa.fl_str_mv |
551 |
| dc.relation.citationvolume.spa.fl_str_mv |
38 |
| dc.relation.ispartofjournal.spa.fl_str_mv |
Revista Colombiana de Física |
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http://creativecommons.org/licenses/by/2.5/co/ |
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https://creativecommons.org/licenses/by/4.0/ |
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info:eu-repo/semantics/openAccess |
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openAccess |
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4 |
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application/pdf |
| dc.publisher.spa.fl_str_mv |
Sociedad Colombiana de Física |
| dc.publisher.place.spa.fl_str_mv |
Bogotá, Colombia |
| institution |
Universidad de Antioquia |
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Garzón Reyes, JohnsonBarrero Meneses, César AugustoGarcía Tellez, Karen EdilmaPérez, Freddy RafaelGaleano, JulySalazar, ÁngelLorduy, HéctorGrupo de Estado SólidoInstrumentación Científica y Microelectrónica2021-12-16T17:47:25Z2021-12-16T17:47:25Z2006Barrero Meneses, César & García, K.E. & Pérez, F. & Salazar, A. & Galeano, July & Garzon, Jearson & Lorduy, H.. (2006). Morphological analysis and classification of types of surface corrosion damage by digital image processing. Revista de la Sociedad Colombiana de Física, ISSN 0120-2650, Vol. 38, Nº. 2, 2006, pags. 557-560.0120-2650http://hdl.handle.net/10495/25150RESUMEN: En este trabajo se examina un concepto de análisis del daño de superficies de corrosión usando procesamiento digital de imágenes. El fenómeno de corrosión es analizado usando un valor digital para el daño de la superficie morfológica, en lugar de característica electromecánicas. Una imagen es categorizadas por color y textura. Para calcular el color de la superficie se usó la interpretación del modelo RGB. Para los atributos de textura, se usó el método de la matriz de co-ocurrencia. Éste análisis desarrolla un método para la identificación automatizada de los daños de corrosión.ABSTRACT: This work examines a concept of corrosion surface damage analysis by using the digital image processing. Corrosion phenomena are analyzed using a digital value for morphological surface damage instead of electrochemical features. An initial image is characterized by categories as color and texture. To calculate corrosion surface damage color we use the interpretation of RGB model. For the texture attributes, the method of co-occurrence matrix is used. This analysis develops a method for automated identification system of corrosion damageCOL0008138COL00125894application/pdfengSociedad Colombiana de FísicaBogotá, Colombiahttp://creativecommons.org/licenses/by/2.5/co/https://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Morphological analysis and classification of types of surface corrosion damage by digital image processingArtículo de investigaciónhttp://purl.org/coar/resource_type/c_2df8fbb1https://purl.org/redcol/resource_type/ARThttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionCorrosiónCorrosionProcesamiento digital de imágenesImage processing - Digital techniquesDaño de superficiesRev. colomb. fis.554255138Revista Colombiana de FísicaPublicationORIGINALBarreroCesar_2006_MorphologicalAnalysisClassification.pdfBarreroCesar_2006_MorphologicalAnalysisClassification.pdfArtículo de investigaciónapplication/pdf62014https://bibliotecadigital.udea.edu.co/bitstreams/3c9c43d0-e09c-4d51-9f5f-7473e687b005/download85fbb81c280fb024f90f5a6d90a9ad0eMD51trueAnonymousREADCC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8927https://bibliotecadigital.udea.edu.co/bitstreams/c262cc09-ce4c-4fad-8459-655295b50e4f/download1646d1f6b96dbbbc38035efc9239ac9cMD52falseAnonymousREADLICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://bibliotecadigital.udea.edu.co/bitstreams/300828f0-1d03-4d7c-b8f3-95832c1b1c7c/download8a4605be74aa9ea9d79846c1fba20a33MD53falseAnonymousREADTEXTBarreroCesar_2006_MorphologicalAnalysisClassification.pdf.txtBarreroCesar_2006_MorphologicalAnalysisClassification.pdf.txtExtracted texttext/plain10420https://bibliotecadigital.udea.edu.co/bitstreams/4e99f5aa-fc5a-4536-8adc-80fc3ad6a59d/downloadf4b32ce6f73951a53dbb2cc3b2ae6cbfMD54falseAnonymousREADTHUMBNAILBarreroCesar_2006_MorphologicalAnalysisClassification.pdf.jpgBarreroCesar_2006_MorphologicalAnalysisClassification.pdf.jpgGenerated Thumbnailimage/jpeg13041https://bibliotecadigital.udea.edu.co/bitstreams/75325d79-8d08-453f-ae5a-283ac19dd4a5/download8928d98db709e86378e3dddbae6bc425MD55falseAnonymousREAD10495/25150oai:bibliotecadigital.udea.edu.co:10495/251502025-03-26 18:56:46.431http://creativecommons.org/licenses/by/2.5/co/open.accesshttps://bibliotecadigital.udea.edu.coRepositorio Institucional de la Universidad de Antioquiaaplicacionbibliotecadigitalbiblioteca@udea.edu.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 |