Movement Analysis to Associate Broiler Walking Ability with Gait Scoring
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Outros Autores: | , |
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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Repositório Institucional da UNESP |
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2946 |
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 |
|
_version_ |
1808129187406413824 |