Identification of foliar diseases in cotton crop
| dc.contributor.author | Bernardes, A. A. [UNESP] | |
| dc.contributor.author | Rogeri, J. G. [UNESP] | |
| dc.contributor.author | Marranghello, N. [UNESP] | |
| dc.contributor.author | Pereira, A. S. [UNESP] | |
| dc.contributor.author | Araujo, A. F. | |
| dc.contributor.author | Tavares, Joao Manuel R. S. | |
| dc.contributor.author | Tavares, JMRS | |
| dc.contributor.author | Jorge, RMN | |
| dc.contributor.institution | Universidade Estadual Paulista (Unesp) | |
| dc.contributor.institution | FEUP | |
| dc.date.accessioned | 2020-12-10T19:33:18Z | |
| dc.date.available | 2020-12-10T19:33:18Z | |
| dc.date.issued | 2012-01-01 | |
| dc.description.abstract | 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. | en |
| dc.description.affiliation | UNESP, Sao Paulo State Univ, IBILCE, Dept Comp Sci & Stat, Sao Jose Do Rio Preto, SP, Brazil | |
| dc.description.affiliation | FEUP, Inst Mech Engn & Ind Management INEGI, Dept Mech Engn DeMec, Oporto, Portugal | |
| dc.description.affiliationUnesp | UNESP, Sao Paulo State Univ, IBILCE, Dept Comp Sci & Stat, Sao Jose Do Rio Preto, SP, Brazil | |
| dc.description.sponsorship | Fundação para o Desenvolvimento da UNESP (FUNDUNESP) | |
| dc.description.sponsorship | Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP) | |
| dc.format.extent | 193-197 | |
| dc.identifier.citation | Computational Vision And Medical Image Processing: Vipimage 2011. Boca Raton: Crc Press-taylor & Francis Group, p. 193-197, 2012. | |
| dc.identifier.uri | http://hdl.handle.net/11449/196097 | |
| dc.identifier.wos | WOS:000392382300037 | |
| dc.language.iso | eng | |
| dc.publisher | Crc Press-taylor & Francis Group | |
| dc.relation.ispartof | Computational Vision And Medical Image Processing: Vipimage 2011 | |
| dc.source | Web of Science | |
| dc.title | Identification of foliar diseases in cotton crop | en |
| dc.type | Trabalho apresentado em evento | |
| dcterms.license | http://journalauthors.tandf.co.uk/permissions/reusingOwnWork.asp | |
| dcterms.rightsHolder | Crc Press-taylor & Francis Group |