Identification of foliar diseases in cotton crop

Detalhes bibliográficos
Autor(a) principal: Bernardes, A. A. [UNESP]
Data de Publicação: 2012
Outros Autores: Rogeri, J. G. [UNESP], Marranghello, N. [UNESP], Pereira, A. S. [UNESP], Araujo, A. F., Tavares, Joao Manuel R. S., Tavares, JMRS, Jorge, RMN
Tipo de documento: Artigo de conferência
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://hdl.handle.net/11449/196097
Resumo: The pathogens manifestation in plantations are the largest cause of damage in several cultivars, which may cause increase of prices and loss of crop quality. This paper presents a method for automatic classification of cotton diseases through feature extraction of leaf symptoms from digital images. Wavelet transform energy has been used for feature extraction while Support Vector Machine has been used for classification. Five situations have been diagnosed, namely: Healthy crop, Ramularia disease, Bacterial Blight, Ascochyta Blight, and unspecified disease.
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spelling Identification of foliar diseases in cotton cropThe pathogens manifestation in plantations are the largest cause of damage in several cultivars, which may cause increase of prices and loss of crop quality. This paper presents a method for automatic classification of cotton diseases through feature extraction of leaf symptoms from digital images. Wavelet transform energy has been used for feature extraction while Support Vector Machine has been used for classification. Five situations have been diagnosed, namely: Healthy crop, Ramularia disease, Bacterial Blight, Ascochyta Blight, and unspecified disease.Fundação para o Desenvolvimento da UNESP (FUNDUNESP)Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)UNESP, Sao Paulo State Univ, IBILCE, Dept Comp Sci & Stat, Sao Jose Do Rio Preto, SP, BrazilFEUP, Inst Mech Engn & Ind Management INEGI, Dept Mech Engn DeMec, Oporto, PortugalUNESP, Sao Paulo State Univ, IBILCE, Dept Comp Sci & Stat, Sao Jose Do Rio Preto, SP, BrazilCrc Press-taylor & Francis GroupUniversidade Estadual Paulista (Unesp)FEUPBernardes, A. A. [UNESP]Rogeri, J. G. [UNESP]Marranghello, N. [UNESP]Pereira, A. S. [UNESP]Araujo, A. F.Tavares, Joao Manuel R. S.Tavares, JMRSJorge, RMN2020-12-10T19:33:18Z2020-12-10T19:33:18Z2012-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObject193-197Computational Vision And Medical Image Processing: Vipimage 2011. Boca Raton: Crc Press-taylor & Francis Group, p. 193-197, 2012.http://hdl.handle.net/11449/196097WOS:000392382300037Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengComputational Vision And Medical Image Processing: Vipimage 2011info:eu-repo/semantics/openAccess2021-10-23T03:21:30Zoai:repositorio.unesp.br:11449/196097Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462021-10-23T03:21:30Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Identification of foliar diseases in cotton crop
title Identification of foliar diseases in cotton crop
spellingShingle Identification of foliar diseases in cotton crop
Bernardes, A. A. [UNESP]
title_short Identification of foliar diseases in cotton crop
title_full Identification of foliar diseases in cotton crop
title_fullStr Identification of foliar diseases in cotton crop
title_full_unstemmed Identification of foliar diseases in cotton crop
title_sort Identification of foliar diseases in cotton crop
author Bernardes, A. A. [UNESP]
author_facet Bernardes, A. A. [UNESP]
Rogeri, J. G. [UNESP]
Marranghello, N. [UNESP]
Pereira, A. S. [UNESP]
Araujo, A. F.
Tavares, Joao Manuel R. S.
Tavares, JMRS
Jorge, RMN
author_role author
author2 Rogeri, J. G. [UNESP]
Marranghello, N. [UNESP]
Pereira, A. S. [UNESP]
Araujo, A. F.
Tavares, Joao Manuel R. S.
Tavares, JMRS
Jorge, RMN
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
FEUP
dc.contributor.author.fl_str_mv Bernardes, A. A. [UNESP]
Rogeri, J. G. [UNESP]
Marranghello, N. [UNESP]
Pereira, A. S. [UNESP]
Araujo, A. F.
Tavares, Joao Manuel R. S.
Tavares, JMRS
Jorge, RMN
description The pathogens manifestation in plantations are the largest cause of damage in several cultivars, which may cause increase of prices and loss of crop quality. This paper presents a method for automatic classification of cotton diseases through feature extraction of leaf symptoms from digital images. Wavelet transform energy has been used for feature extraction while Support Vector Machine has been used for classification. Five situations have been diagnosed, namely: Healthy crop, Ramularia disease, Bacterial Blight, Ascochyta Blight, and unspecified disease.
publishDate 2012
dc.date.none.fl_str_mv 2012-01-01
2020-12-10T19:33:18Z
2020-12-10T19:33:18Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/conferenceObject
format conferenceObject
status_str publishedVersion
dc.identifier.uri.fl_str_mv Computational Vision And Medical Image Processing: Vipimage 2011. Boca Raton: Crc Press-taylor & Francis Group, p. 193-197, 2012.
http://hdl.handle.net/11449/196097
WOS:000392382300037
identifier_str_mv Computational Vision And Medical Image Processing: Vipimage 2011. Boca Raton: Crc Press-taylor & Francis Group, p. 193-197, 2012.
WOS:000392382300037
url http://hdl.handle.net/11449/196097
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Computational Vision And Medical Image Processing: Vipimage 2011
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 193-197
dc.publisher.none.fl_str_mv Crc Press-taylor & Francis Group
publisher.none.fl_str_mv Crc Press-taylor & Francis Group
dc.source.none.fl_str_mv Web of Science
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
_version_ 1803046085071994880

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