Evaluation of behavior in piglets using digital image processing

Detalhes bibliográficos
Autor(a) principal: Damasceno, Flávio Alves
Data de Publicação: 2019
Outros Autores: Soares, Cláudio Magela, Oliveira, Carlos Eduardo Alves, Damasceno, Leidimar Freire Brandão, Ferraz, Patricia Ferreira Ponciano
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFLA
Texto Completo: http://repositorio.ufla.br/jspui/handle/1/40159
Resumo: World production of pork has increased in recent years, and currently Brazil is the fourth largest producer. One of the major challenges in animal production systems is providing adequate thermal comfort. In the pork industry, the lactation area presents a peculiar environmental requirement: the lactating sows need to be cooled while the piglets need to be heated, requiring two distinct microenvironments. Thus the objective of this study was to evaluate the behavior of piglets using digital image analysis techniques, detecting the presence and calculating the time of the animals inside the shelter equipped with different types of heating system. The study was conducted during the summer of 2015, in a swine maternity, where four different heating systems were used: a) shelter equipped with 250 W infrared light (SALI); b) shelter equipped with heated concrete floor heating by means of solar water heater constructed with alternative materials (SASA); c) shelter equipped with heated concrete floor heating by conventional solar water heater (SASC) and d) retractor shelter equipped with thermal concrete floor heating by means of electric resistance (SAEL). During the study, the environmental variables were monitored inside the shelter. A sequence of images of the piglets was used to evaluate the behavior of the animals. The algorithm developed was able to detect the presence of the piglets, and thus reduce the time for manual analysis of video monitoring.
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spelling Evaluation of behavior in piglets using digital image processingAvaliação de comportamento de leitões utilizando processamento digital de imagensThermal comfortSwineImage segmentationConforto térmicoSuínos - InstalaçõesSegmentação de imagemWorld production of pork has increased in recent years, and currently Brazil is the fourth largest producer. One of the major challenges in animal production systems is providing adequate thermal comfort. In the pork industry, the lactation area presents a peculiar environmental requirement: the lactating sows need to be cooled while the piglets need to be heated, requiring two distinct microenvironments. Thus the objective of this study was to evaluate the behavior of piglets using digital image analysis techniques, detecting the presence and calculating the time of the animals inside the shelter equipped with different types of heating system. The study was conducted during the summer of 2015, in a swine maternity, where four different heating systems were used: a) shelter equipped with 250 W infrared light (SALI); b) shelter equipped with heated concrete floor heating by means of solar water heater constructed with alternative materials (SASA); c) shelter equipped with heated concrete floor heating by conventional solar water heater (SASC) and d) retractor shelter equipped with thermal concrete floor heating by means of electric resistance (SAEL). During the study, the environmental variables were monitored inside the shelter. A sequence of images of the piglets was used to evaluate the behavior of the animals. The algorithm developed was able to detect the presence of the piglets, and thus reduce the time for manual analysis of video monitoring.A produção mundial de carne suína vem crescendo nos últimos anos, sendo que atualmente o Brasil é o quarto maior produtor. Um dos grandes desafios na produção é o conforto térmico dos animais. Na suinocultura, a maternidade é onde encontra-se o maior problema, pois a porca necessita ser resfriada e o leitão aquecido, necessitando de dois microambientes diferentes. Objetivou-se com o presente trabalho, avaliar o comportamento de leitões por meio da análise de imagem, detectando a presença e calculando o tempo de permanência dos animais dentro do abrigo escamoteador equipado com diferentes tipos de sistema de aquecimento. Todo o estudo foi conduzido durante o período de verão de 2015, numa maternidade de suínos, onde instalou-se quatro diferentes sistemas de aquecimento: a) abrigo escamoteador equipado com lâmpada infravermelho de 250 W (SALI); b) abrigo escamoteador equipado com piso térmico de concreto aquecido por meio de tubos de água quente construído com materiais alternativos (SASA); c) abrigo escamoteador equipado com piso térmico de concreto aquecido por meio de tubos de água quente convencional (SASC) e d) abrigo escamoteador equipado com piso térmico de concreto aquecido por meio de resistência elétrica (SAEL). Durante o estudo, foram monitoradas as variáveis ambientais no interno ao abrigo escamoteador. Para avaliar o comportamento dos animais foram utilizadas a técnicas de processamento de uma sequência de imagens dos leitões. O método de avaliação por imagens digitais mostrou-se viável na avaliação do comportamento dos leitões, diminuindo o tempo de análise manual da monitoração por vídeo.Universidade Estadual Paulista Júlio de Mesquita Filho - UNESP2020-04-17T16:43:39Z2020-04-17T16:43:39Z2019info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfDAMASCENO, F. A. et al. Evaluation of behavior in piglets using digital image processing. Energia na Agricultura, Botucatu, v. 34, n. 2, p. 217-229, abr./jun. 2019.http://repositorio.ufla.br/jspui/handle/1/40159Energia na Agriculturareponame:Repositório Institucional da UFLAinstname:Universidade Federal de Lavras (UFLA)instacron:UFLAhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessDamasceno, Flávio AlvesSoares, Cláudio MagelaOliveira, Carlos Eduardo AlvesDamasceno, Leidimar Freire BrandãoFerraz, Patricia Ferreira Poncianoeng2023-05-03T11:11:34Zoai:localhost:1/40159Repositório InstitucionalPUBhttp://repositorio.ufla.br/oai/requestnivaldo@ufla.br || repositorio.biblioteca@ufla.bropendoar:2023-05-03T11:11:34Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)false
dc.title.none.fl_str_mv Evaluation of behavior in piglets using digital image processing
Avaliação de comportamento de leitões utilizando processamento digital de imagens
title Evaluation of behavior in piglets using digital image processing
spellingShingle Evaluation of behavior in piglets using digital image processing
Damasceno, Flávio Alves
Thermal comfort
Swine
Image segmentation
Conforto térmico
Suínos - Instalações
Segmentação de imagem
title_short Evaluation of behavior in piglets using digital image processing
title_full Evaluation of behavior in piglets using digital image processing
title_fullStr Evaluation of behavior in piglets using digital image processing
title_full_unstemmed Evaluation of behavior in piglets using digital image processing
title_sort Evaluation of behavior in piglets using digital image processing
author Damasceno, Flávio Alves
author_facet Damasceno, Flávio Alves
Soares, Cláudio Magela
Oliveira, Carlos Eduardo Alves
Damasceno, Leidimar Freire Brandão
Ferraz, Patricia Ferreira Ponciano
author_role author
author2 Soares, Cláudio Magela
Oliveira, Carlos Eduardo Alves
Damasceno, Leidimar Freire Brandão
Ferraz, Patricia Ferreira Ponciano
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Damasceno, Flávio Alves
Soares, Cláudio Magela
Oliveira, Carlos Eduardo Alves
Damasceno, Leidimar Freire Brandão
Ferraz, Patricia Ferreira Ponciano
dc.subject.por.fl_str_mv Thermal comfort
Swine
Image segmentation
Conforto térmico
Suínos - Instalações
Segmentação de imagem
topic Thermal comfort
Swine
Image segmentation
Conforto térmico
Suínos - Instalações
Segmentação de imagem
description World production of pork has increased in recent years, and currently Brazil is the fourth largest producer. One of the major challenges in animal production systems is providing adequate thermal comfort. In the pork industry, the lactation area presents a peculiar environmental requirement: the lactating sows need to be cooled while the piglets need to be heated, requiring two distinct microenvironments. Thus the objective of this study was to evaluate the behavior of piglets using digital image analysis techniques, detecting the presence and calculating the time of the animals inside the shelter equipped with different types of heating system. The study was conducted during the summer of 2015, in a swine maternity, where four different heating systems were used: a) shelter equipped with 250 W infrared light (SALI); b) shelter equipped with heated concrete floor heating by means of solar water heater constructed with alternative materials (SASA); c) shelter equipped with heated concrete floor heating by conventional solar water heater (SASC) and d) retractor shelter equipped with thermal concrete floor heating by means of electric resistance (SAEL). During the study, the environmental variables were monitored inside the shelter. A sequence of images of the piglets was used to evaluate the behavior of the animals. The algorithm developed was able to detect the presence of the piglets, and thus reduce the time for manual analysis of video monitoring.
publishDate 2019
dc.date.none.fl_str_mv 2019
2020-04-17T16:43:39Z
2020-04-17T16:43:39Z
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 DAMASCENO, F. A. et al. Evaluation of behavior in piglets using digital image processing. Energia na Agricultura, Botucatu, v. 34, n. 2, p. 217-229, abr./jun. 2019.
http://repositorio.ufla.br/jspui/handle/1/40159
identifier_str_mv DAMASCENO, F. A. et al. Evaluation of behavior in piglets using digital image processing. Energia na Agricultura, Botucatu, v. 34, n. 2, p. 217-229, abr./jun. 2019.
url http://repositorio.ufla.br/jspui/handle/1/40159
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Estadual Paulista Júlio de Mesquita Filho - UNESP
publisher.none.fl_str_mv Universidade Estadual Paulista Júlio de Mesquita Filho - UNESP
dc.source.none.fl_str_mv Energia na Agricultura
reponame:Repositório Institucional da UFLA
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instacron:UFLA
instname_str Universidade Federal de Lavras (UFLA)
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institution UFLA
reponame_str Repositório Institucional da UFLA
collection Repositório Institucional da UFLA
repository.name.fl_str_mv Repositório Institucional da UFLA - Universidade Federal de Lavras (UFLA)
repository.mail.fl_str_mv nivaldo@ufla.br || repositorio.biblioteca@ufla.br
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