Blank spots identification on plantations

Detalhes bibliográficos
Autor(a) principal: Crulhas, Joao Pedro Rubira [UNESP]
Data de Publicação: 2018
Outros Autores: Artero, Almir Oliveira [UNESP], Piteri, Marco Antonio [UNESP], Silva, Francisco Assis Da, Pereira, Danillo Roberto, Eler, Danilo Medeiros [UNESP], Papa, João Paulo [UNESP], De Albuquerque, Victor Hugo C.
Tipo de documento: Artigo
Idioma: por
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1109/TLA.2018.8528224
http://hdl.handle.net/11449/189883
Resumo: This paper presents a proposal to make the identification of failures in plantations performing an automatic analysis of images collected by the UAVs. What is sought is to identify and measure the areas where the process of seed germination did not occur as expected and then assist in taking a decision to maintain the current planting, or in the case of large areas with this problem, redoing the entire sowing process, avoiding production losses. The results obtained with some synthetic and real images are also quite satisfactory, showing the feasibility of the proposal, identifying the areas where failures occur and also measuring the areas of the regions identified.
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spelling Blank spots identification on plantationsAgricultureDigital ImageUAVsThis paper presents a proposal to make the identification of failures in plantations performing an automatic analysis of images collected by the UAVs. What is sought is to identify and measure the areas where the process of seed germination did not occur as expected and then assist in taking a decision to maintain the current planting, or in the case of large areas with this problem, redoing the entire sowing process, avoiding production losses. The results obtained with some synthetic and real images are also quite satisfactory, showing the feasibility of the proposal, identifying the areas where failures occur and also measuring the areas of the regions identified.Universidade Estadual Paulista (Unesp) Presidente PrudenteUniversidade Do Oeste Paulista (Unoeste) Presidente PrudenteUniversidade Estadual Paulista (Unesp)Universidade de Fortaleza (Unifor)Universidade Estadual Paulista (Unesp) Presidente PrudenteUniversidade Estadual Paulista (Unesp)Universidade Estadual Paulista (Unesp)Presidente PrudenteUniversidade de Fortaleza (Unifor)Crulhas, Joao Pedro Rubira [UNESP]Artero, Almir Oliveira [UNESP]Piteri, Marco Antonio [UNESP]Silva, Francisco Assis DaPereira, Danillo RobertoEler, Danilo Medeiros [UNESP]Papa, João Paulo [UNESP]De Albuquerque, Victor Hugo C.2019-10-06T16:55:21Z2019-10-06T16:55:21Z2018-08-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article2115-2121http://dx.doi.org/10.1109/TLA.2018.8528224IEEE Latin America Transactions, v. 16, n. 8, p. 2115-2121, 2018.1548-0992http://hdl.handle.net/11449/18988310.1109/TLA.2018.85282242-s2.0-850565591489635928557507243Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPporIEEE Latin America Transactionsinfo:eu-repo/semantics/openAccess2024-06-19T14:32:05Zoai:repositorio.unesp.br:11449/189883Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T19:33:16.888327Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Blank spots identification on plantations
title Blank spots identification on plantations
spellingShingle Blank spots identification on plantations
Crulhas, Joao Pedro Rubira [UNESP]
Agriculture
Digital Image
UAVs
title_short Blank spots identification on plantations
title_full Blank spots identification on plantations
title_fullStr Blank spots identification on plantations
title_full_unstemmed Blank spots identification on plantations
title_sort Blank spots identification on plantations
author Crulhas, Joao Pedro Rubira [UNESP]
author_facet Crulhas, Joao Pedro Rubira [UNESP]
Artero, Almir Oliveira [UNESP]
Piteri, Marco Antonio [UNESP]
Silva, Francisco Assis Da
Pereira, Danillo Roberto
Eler, Danilo Medeiros [UNESP]
Papa, João Paulo [UNESP]
De Albuquerque, Victor Hugo C.
author_role author
author2 Artero, Almir Oliveira [UNESP]
Piteri, Marco Antonio [UNESP]
Silva, Francisco Assis Da
Pereira, Danillo Roberto
Eler, Danilo Medeiros [UNESP]
Papa, João Paulo [UNESP]
De Albuquerque, Victor Hugo C.
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
Presidente Prudente
Universidade de Fortaleza (Unifor)
dc.contributor.author.fl_str_mv Crulhas, Joao Pedro Rubira [UNESP]
Artero, Almir Oliveira [UNESP]
Piteri, Marco Antonio [UNESP]
Silva, Francisco Assis Da
Pereira, Danillo Roberto
Eler, Danilo Medeiros [UNESP]
Papa, João Paulo [UNESP]
De Albuquerque, Victor Hugo C.
dc.subject.por.fl_str_mv Agriculture
Digital Image
UAVs
topic Agriculture
Digital Image
UAVs
description This paper presents a proposal to make the identification of failures in plantations performing an automatic analysis of images collected by the UAVs. What is sought is to identify and measure the areas where the process of seed germination did not occur as expected and then assist in taking a decision to maintain the current planting, or in the case of large areas with this problem, redoing the entire sowing process, avoiding production losses. The results obtained with some synthetic and real images are also quite satisfactory, showing the feasibility of the proposal, identifying the areas where failures occur and also measuring the areas of the regions identified.
publishDate 2018
dc.date.none.fl_str_mv 2018-08-01
2019-10-06T16:55:21Z
2019-10-06T16:55:21Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1109/TLA.2018.8528224
IEEE Latin America Transactions, v. 16, n. 8, p. 2115-2121, 2018.
1548-0992
http://hdl.handle.net/11449/189883
10.1109/TLA.2018.8528224
2-s2.0-85056559148
9635928557507243
url http://dx.doi.org/10.1109/TLA.2018.8528224
http://hdl.handle.net/11449/189883
identifier_str_mv IEEE Latin America Transactions, v. 16, n. 8, p. 2115-2121, 2018.
1548-0992
10.1109/TLA.2018.8528224
2-s2.0-85056559148
9635928557507243
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv IEEE Latin America Transactions
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 2115-2121
dc.source.none.fl_str_mv Scopus
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
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