Movement Analysis to Associate Broiler Walking Ability with Gait Scoring

Detalhes bibliográficos
Autor(a) principal: Pereira, Danilo Florentino [UNESP]
Data de Publicação: 2021
Outros Autores: Naas, Irenilza de Alencar, Lima, Nilsa Duarte da Silva
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.3390/agriengineering3020026
http://hdl.handle.net/11449/218878
Resumo: The genetic development of the commercial broiler has led to body misconfiguration and consequent walking disabilities, mainly at the slaughter age. The present study aimed to identify broiler locomotion ability using image analysis automatically. A total of 40 broilers that were 40 d old (male and female) were placed to walk on a specially built runway, and their locomotion was recorded. An image segmentation algorithm was developed, and the coordinates of the bird's center of mass were extracted from the segmented images for each frame analyzed, and the unrest index (UI) was applied. We calculated the center of mass's movement of the broiler walking lateral images capturing the bird's displacement speed in the onward direction. Results indicated that broiler walking speed on the runway tends to decrease with the increase of the gait score. The locomotion did not differ between males or females. The proposed algorithm was efficient in predicting the broiler gait score based on their displacement speed.
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spelling Movement Analysis to Associate Broiler Walking Ability with Gait Scoringcomputing image analysisgait scoreunrest indexThe genetic development of the commercial broiler has led to body misconfiguration and consequent walking disabilities, mainly at the slaughter age. The present study aimed to identify broiler locomotion ability using image analysis automatically. A total of 40 broilers that were 40 d old (male and female) were placed to walk on a specially built runway, and their locomotion was recorded. An image segmentation algorithm was developed, and the coordinates of the bird's center of mass were extracted from the segmented images for each frame analyzed, and the unrest index (UI) was applied. We calculated the center of mass's movement of the broiler walking lateral images capturing the bird's displacement speed in the onward direction. Results indicated that broiler walking speed on the runway tends to decrease with the increase of the gait score. The locomotion did not differ between males or females. The proposed algorithm was efficient in predicting the broiler gait score based on their displacement speed.Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Sao Paulo State Univ UNESP, Dept Management Dev & Technol, Sch Sci & Engn, Ave Domingos Costa Lopes 780, BR-17602496 Sao Paulo, BrazilUniv Paulista, Grad Program Prod Engn, R Dr Bacelar 1212, BR-04026002 Sao Paulo, BrazilSao Paulo State Univ UNESP, Dept Management Dev & Technol, Sch Sci & Engn, Ave Domingos Costa Lopes 780, BR-17602496 Sao Paulo, BrazilMdpiUniversidade Estadual Paulista (UNESP)Univ PaulistaPereira, Danilo Florentino [UNESP]Naas, Irenilza de AlencarLima, Nilsa Duarte da Silva2022-04-28T17:30:20Z2022-04-28T17:30:20Z2021-06-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article394-402http://dx.doi.org/10.3390/agriengineering3020026Agriengineering. Basel: Mdpi, v. 3, n. 2, p. 394-402, 2021.http://hdl.handle.net/11449/21887810.3390/agriengineering3020026WOS:000667230600001Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengAgriengineeringinfo:eu-repo/semantics/openAccess2024-06-10T14:49:28Zoai:repositorio.unesp.br:11449/218878Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T20:18:54.593481Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Movement Analysis to Associate Broiler Walking Ability with Gait Scoring
title Movement Analysis to Associate Broiler Walking Ability with Gait Scoring
spellingShingle Movement Analysis to Associate Broiler Walking Ability with Gait Scoring
Pereira, Danilo Florentino [UNESP]
computing image analysis
gait score
unrest index
title_short Movement Analysis to Associate Broiler Walking Ability with Gait Scoring
title_full Movement Analysis to Associate Broiler Walking Ability with Gait Scoring
title_fullStr Movement Analysis to Associate Broiler Walking Ability with Gait Scoring
title_full_unstemmed Movement Analysis to Associate Broiler Walking Ability with Gait Scoring
title_sort Movement Analysis to Associate Broiler Walking Ability with Gait Scoring
author Pereira, Danilo Florentino [UNESP]
author_facet Pereira, Danilo Florentino [UNESP]
Naas, Irenilza de Alencar
Lima, Nilsa Duarte da Silva
author_role author
author2 Naas, Irenilza de Alencar
Lima, Nilsa Duarte da Silva
author2_role author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (UNESP)
Univ Paulista
dc.contributor.author.fl_str_mv Pereira, Danilo Florentino [UNESP]
Naas, Irenilza de Alencar
Lima, Nilsa Duarte da Silva
dc.subject.por.fl_str_mv computing image analysis
gait score
unrest index
topic computing image analysis
gait score
unrest index
description The genetic development of the commercial broiler has led to body misconfiguration and consequent walking disabilities, mainly at the slaughter age. The present study aimed to identify broiler locomotion ability using image analysis automatically. A total of 40 broilers that were 40 d old (male and female) were placed to walk on a specially built runway, and their locomotion was recorded. An image segmentation algorithm was developed, and the coordinates of the bird's center of mass were extracted from the segmented images for each frame analyzed, and the unrest index (UI) was applied. We calculated the center of mass's movement of the broiler walking lateral images capturing the bird's displacement speed in the onward direction. Results indicated that broiler walking speed on the runway tends to decrease with the increase of the gait score. The locomotion did not differ between males or females. The proposed algorithm was efficient in predicting the broiler gait score based on their displacement speed.
publishDate 2021
dc.date.none.fl_str_mv 2021-06-01
2022-04-28T17:30:20Z
2022-04-28T17:30:20Z
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/10.3390/agriengineering3020026
Agriengineering. Basel: Mdpi, v. 3, n. 2, p. 394-402, 2021.
http://hdl.handle.net/11449/218878
10.3390/agriengineering3020026
WOS:000667230600001
url http://dx.doi.org/10.3390/agriengineering3020026
http://hdl.handle.net/11449/218878
identifier_str_mv Agriengineering. Basel: Mdpi, v. 3, n. 2, p. 394-402, 2021.
10.3390/agriengineering3020026
WOS:000667230600001
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Agriengineering
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 394-402
dc.publisher.none.fl_str_mv Mdpi
publisher.none.fl_str_mv Mdpi
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
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