Vineyard yield estimation using image analysis – a review

Detalhes bibliográficos
Autor(a) principal: Pascale, Rosario
Data de Publicação: 2021
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.5/25454
Resumo: Mestrado em Engenharia de Viticultura e Enologia (Double degree) / Instituto Superior de Agronomia. Universidade de Lisboa / Faculdade de Ciências. Universidade do Porto
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spelling Vineyard yield estimation using image analysis – a reviewyield estimationimage analysisbunch occlusionrobot platformsprecision viticultureMestrado em Engenharia de Viticultura e Enologia (Double degree) / Instituto Superior de Agronomia. Universidade de Lisboa / Faculdade de Ciências. Universidade do PortoYield estimation is one of the main goals of the wine industry, this because with an accurate yield estimation it is possible to have a significant reduction in production costs and a better management of the wine industry. Traditional methods for yield estimation are laborious and time consuming, for these reasons in the last years we are witnessing to the development of new methodologies, most of which are based on image analysis. Thanks to the continuous updating and improvement of the computer vision techniques and of the robotic platforms, image analysis applied to the yield estimation is becoming more and more efficient. In fact the results shown by the different studies are very satisfying, at least as regards the estimation of what is possible to see, while are under development several procedures which have the objective to estimate what is not possible to see, due to bunch occlusion by leaves and by others clusters. I this work the different methodologies and the different approaches used for yield estimation are described, including both traditional methods and new approaches based on image analysis, in order to present the advantages and disadvantages of each of thems.n.Costa, Joaquim MiguelRepositório da Universidade de LisboaPascale, Rosario2022-09-09T10:23:42Z20212021-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10400.5/25454TID:203082044engPascale, S. - Vineyard yield estimation using image analysis – a review. Lisboa: ISA, 2021, 42 p.info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-03-06T14:55:01Zoai:www.repository.utl.pt:10400.5/25454Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:09:19.432932Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Vineyard yield estimation using image analysis – a review
title Vineyard yield estimation using image analysis – a review
spellingShingle Vineyard yield estimation using image analysis – a review
Pascale, Rosario
yield estimation
image analysis
bunch occlusion
robot platforms
precision viticulture
title_short Vineyard yield estimation using image analysis – a review
title_full Vineyard yield estimation using image analysis – a review
title_fullStr Vineyard yield estimation using image analysis – a review
title_full_unstemmed Vineyard yield estimation using image analysis – a review
title_sort Vineyard yield estimation using image analysis – a review
author Pascale, Rosario
author_facet Pascale, Rosario
author_role author
dc.contributor.none.fl_str_mv Costa, Joaquim Miguel
Repositório da Universidade de Lisboa
dc.contributor.author.fl_str_mv Pascale, Rosario
dc.subject.por.fl_str_mv yield estimation
image analysis
bunch occlusion
robot platforms
precision viticulture
topic yield estimation
image analysis
bunch occlusion
robot platforms
precision viticulture
description Mestrado em Engenharia de Viticultura e Enologia (Double degree) / Instituto Superior de Agronomia. Universidade de Lisboa / Faculdade de Ciências. Universidade do Porto
publishDate 2021
dc.date.none.fl_str_mv 2021
2021-01-01T00:00:00Z
2022-09-09T10:23:42Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.5/25454
TID:203082044
url http://hdl.handle.net/10400.5/25454
identifier_str_mv TID:203082044
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Pascale, S. - Vineyard yield estimation using image analysis – a review. Lisboa: ISA, 2021, 42 p.
dc.rights.driver.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 s.n.
publisher.none.fl_str_mv s.n.
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