Identification of foliar diseases in cotton crop
Autor(a) principal: | |
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Data de Publicação: | 2012 |
Outros Autores: | , , , , , , |
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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Repositório Institucional da UNESP |
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2946 |
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_ |
1803649478453886976 |