In-field disease symptom detection and localisation using explainable deep learning: Use case for downy mildew in grapevine

Detalles Bibliográficos
Autores: Hernández, Inés [0000-0003-3093-8238], Gutiérrez, Salvador [0000-0002-8205-9772], Barrio, Ignacio, Íñiguez, Rubén [0000-0001-6422-9515], Tardaguila, Javier [0000-0002-6639-8723]
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2024
País:España
Institución:Universidad de La Rioja (UR)
Repositorio:RIUR. Repositorio Institucional de la Universidad de La Rioja
OAI Identifier:oai:portal.dialnet.es:doc/6702bf140194ce4180110c72
Acceso en línea:https://investigacion.unirioja.es/documentos/6702bf140194ce4180110c72
Access Level:acceso abierto
Palabra clave:Computer vision
Convolutional neural networks
Digital agriculture
Disease detection
Explainable artificial intelligence
Vision transformers
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spelling In-field disease symptom detection and localisation using explainable deep learning: Use case for downy mildew in grapevineHernández, Inés [0000-0003-3093-8238]Gutiérrez, Salvador [0000-0002-8205-9772]Barrio, IgnacioÍñiguez, Rubén [0000-0001-6422-9515]Tardaguila, Javier [0000-0002-6639-8723]Computer visionConvolutional neural networksDigital agricultureDisease detectionExplainable artificial intelligenceVision transformersElsevier B.V.2024info:eu-repo/semantics/articleSubtype: Articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://investigacion.unirioja.es/documentos/6702bf140194ce4180110c72reponame:RIUR. Repositorio Institucional de la Universidad de La Riojainstname:Universidad de La Rioja (UR)Inglésinfo:eu-repo/semantics/altIdentifier/doi/10.1016/J.COMPAG.2024.109478info:eu-repo/semantics/altIdentifier/pissn/0168-1699In-field disease symptom detection and localisation using explainable deep learning: Use case for downy mildew in grapevine, 2024, vol. 226info:eu-repo/semantics/openAccessoai:portal.dialnet.es:doc/6702bf140194ce4180110c722026-06-14T12:47:17Z
dc.title.none.fl_str_mv In-field disease symptom detection and localisation using explainable deep learning: Use case for downy mildew in grapevine
title In-field disease symptom detection and localisation using explainable deep learning: Use case for downy mildew in grapevine
spellingShingle In-field disease symptom detection and localisation using explainable deep learning: Use case for downy mildew in grapevine
Hernández, Inés [0000-0003-3093-8238]
Computer vision
Convolutional neural networks
Digital agriculture
Disease detection
Explainable artificial intelligence
Vision transformers
title_short In-field disease symptom detection and localisation using explainable deep learning: Use case for downy mildew in grapevine
title_full In-field disease symptom detection and localisation using explainable deep learning: Use case for downy mildew in grapevine
title_fullStr In-field disease symptom detection and localisation using explainable deep learning: Use case for downy mildew in grapevine
title_full_unstemmed In-field disease symptom detection and localisation using explainable deep learning: Use case for downy mildew in grapevine
title_sort In-field disease symptom detection and localisation using explainable deep learning: Use case for downy mildew in grapevine
dc.creator.none.fl_str_mv Hernández, Inés [0000-0003-3093-8238]
Gutiérrez, Salvador [0000-0002-8205-9772]
Barrio, Ignacio
Íñiguez, Rubén [0000-0001-6422-9515]
Tardaguila, Javier [0000-0002-6639-8723]
author Hernández, Inés [0000-0003-3093-8238]
author_facet Hernández, Inés [0000-0003-3093-8238]
Gutiérrez, Salvador [0000-0002-8205-9772]
Barrio, Ignacio
Íñiguez, Rubén [0000-0001-6422-9515]
Tardaguila, Javier [0000-0002-6639-8723]
author_role author
author2 Gutiérrez, Salvador [0000-0002-8205-9772]
Barrio, Ignacio
Íñiguez, Rubén [0000-0001-6422-9515]
Tardaguila, Javier [0000-0002-6639-8723]
author2_role author
author
author
author
dc.subject.none.fl_str_mv Computer vision
Convolutional neural networks
Digital agriculture
Disease detection
Explainable artificial intelligence
Vision transformers
topic Computer vision
Convolutional neural networks
Digital agriculture
Disease detection
Explainable artificial intelligence
Vision transformers
publishDate 2024
dc.date.none.fl_str_mv 2024
dc.type.none.fl_str_mv info:eu-repo/semantics/article
Subtype: Article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv https://investigacion.unirioja.es/documentos/6702bf140194ce4180110c72
url https://investigacion.unirioja.es/documentos/6702bf140194ce4180110c72
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/doi/10.1016/J.COMPAG.2024.109478
info:eu-repo/semantics/altIdentifier/pissn/0168-1699
In-field disease symptom detection and localisation using explainable deep learning: Use case for downy mildew in grapevine, 2024, vol. 226
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Elsevier B.V.
publisher.none.fl_str_mv Elsevier B.V.
dc.source.none.fl_str_mv reponame:RIUR. Repositorio Institucional de la Universidad de La Rioja
instname:Universidad de La Rioja (UR)
instname_str Universidad de La Rioja (UR)
reponame_str RIUR. Repositorio Institucional de la Universidad de La Rioja
collection RIUR. Repositorio Institucional de la Universidad de La Rioja
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15.811543

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