Analysis of the distances covered by first division Brazilian soccer players obtained with an automatic tracking method

Detalhes bibliográficos
Autor(a) principal: Barros, Ricardo M. L.
Data de Publicação: 2007
Outros Autores: Misuta, Milton S., Menezes, Rafael P., Figueroa, Pascual J., Moura, Felipe A. [UNESP], Cunha, Sergio A. [UNESP], Anido, Ricardo, Leite, Neucimar J.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3786245/
http://hdl.handle.net/11449/69706
Resumo: Methods based on visual estimation still is the most widely used analysis of the distances that is covered by soccer players during matches, and most description available in the literature were obtained using such an approach. Recently, systems based on computer vision techniques have appeared and the very first results are available for comparisons. The aim of the present study was to analyse the distances covered by Brazilian soccer players and compare the results to the European players', both data measured by automatic tracking system. Four regular Brazilian First Division Championship matches between different teams were filmed. Applying a previously developed automatic tracking system (DVideo, Campinas, Brazil), the results of 55 outline players participated in the whole game (n = 55) are presented. The results of mean distances covered, standard deviations (s) and coefficient of variation (cv) after 90 minutes were 10,012 m, s = 1,024 m and cv = 10.2%, respectively. The results of three-way ANOVA according to playing positions, showed that the distances covered by external defender (10642 ± 663 m), central midfielders (10476 ± 702 m) and external midfielders (10598 ± 890 m) were greater than forwards (9612 ± 772 m) and forwards covered greater distances than central defenders (9029 ± 860 m). The greater distances were covered in standing, walking, or jogging, 5537 ± 263 m, followed by moderate-speed running, 1731 ± 399 m; low speed running, 1615 ± 351 m; high-speed running, 691 ± 190 m and sprinting, 437 ± 171 m. Mean distance covered in the first half was 5,173 m (s = 394 m, cv = 7.6%) highly significant greater (p < 0.001) than the mean value 4,808 m (s = 375 m, cv = 7.8%) in the second half. A minute-by-minute analysis revealed that after eight minutes of the second half, player performance has already decreased and this reduction is maintained throughout the second half. ©Journal of Sports Science and Medicine (2007).
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spelling Analysis of the distances covered by first division Brazilian soccer players obtained with an automatic tracking methodBiomechanicsDistance coveredSoccerTrackingMethods based on visual estimation still is the most widely used analysis of the distances that is covered by soccer players during matches, and most description available in the literature were obtained using such an approach. Recently, systems based on computer vision techniques have appeared and the very first results are available for comparisons. The aim of the present study was to analyse the distances covered by Brazilian soccer players and compare the results to the European players', both data measured by automatic tracking system. Four regular Brazilian First Division Championship matches between different teams were filmed. Applying a previously developed automatic tracking system (DVideo, Campinas, Brazil), the results of 55 outline players participated in the whole game (n = 55) are presented. The results of mean distances covered, standard deviations (s) and coefficient of variation (cv) after 90 minutes were 10,012 m, s = 1,024 m and cv = 10.2%, respectively. The results of three-way ANOVA according to playing positions, showed that the distances covered by external defender (10642 ± 663 m), central midfielders (10476 ± 702 m) and external midfielders (10598 ± 890 m) were greater than forwards (9612 ± 772 m) and forwards covered greater distances than central defenders (9029 ± 860 m). The greater distances were covered in standing, walking, or jogging, 5537 ± 263 m, followed by moderate-speed running, 1731 ± 399 m; low speed running, 1615 ± 351 m; high-speed running, 691 ± 190 m and sprinting, 437 ± 171 m. Mean distance covered in the first half was 5,173 m (s = 394 m, cv = 7.6%) highly significant greater (p < 0.001) than the mean value 4,808 m (s = 375 m, cv = 7.8%) in the second half. A minute-by-minute analysis revealed that after eight minutes of the second half, player performance has already decreased and this reduction is maintained throughout the second half. ©Journal of Sports Science and Medicine (2007).Laboratory of Instrumentation for Biomechanics College of Physical Education Campinas State University, CampinasInstitute of Computing Campinas State University, CampinasLaboratory of Biomechanical Analysis Department of Physical Education Paulista State University, Rio ClaroDepartamento de Educação Física Universidade Estadual Paulista, Rio ClaroUniversidade Estadual de Campinas Faculdade de Educação Laboratório de Instrumentação para Biomecânica, CX 6134, CEP 13083-851, Campinas, SPLaboratory of Biomechanical Analysis Department of Physical Education Paulista State University, Rio ClaroDepartamento de Educação Física Universidade Estadual Paulista, Rio ClaroUniversidade Estadual de Campinas (UNICAMP)Universidade Estadual Paulista (Unesp)Barros, Ricardo M. L.Misuta, Milton S.Menezes, Rafael P.Figueroa, Pascual J.Moura, Felipe A. [UNESP]Cunha, Sergio A. [UNESP]Anido, RicardoLeite, Neucimar J.2014-05-27T11:22:29Z2014-05-27T11:22:29Z2007-06-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article233-242application/pdfhttp://www.ncbi.nlm.nih.gov/pmc/articles/PMC3786245/Journal of Sports Science and Medicine, v. 6, n. 2, p. 233-242, 2007.1303-2968http://hdl.handle.net/11449/69706WOS:0002468631000112-s2.0-342498091332-s2.0-34249809133.pdfScopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengJournal of Sports Science and Medicine1.9901,091info:eu-repo/semantics/openAccess2023-11-12T06:14:11Zoai:repositorio.unesp.br:11449/69706Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T17:30:38.966722Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Analysis of the distances covered by first division Brazilian soccer players obtained with an automatic tracking method
title Analysis of the distances covered by first division Brazilian soccer players obtained with an automatic tracking method
spellingShingle Analysis of the distances covered by first division Brazilian soccer players obtained with an automatic tracking method
Barros, Ricardo M. L.
Biomechanics
Distance covered
Soccer
Tracking
title_short Analysis of the distances covered by first division Brazilian soccer players obtained with an automatic tracking method
title_full Analysis of the distances covered by first division Brazilian soccer players obtained with an automatic tracking method
title_fullStr Analysis of the distances covered by first division Brazilian soccer players obtained with an automatic tracking method
title_full_unstemmed Analysis of the distances covered by first division Brazilian soccer players obtained with an automatic tracking method
title_sort Analysis of the distances covered by first division Brazilian soccer players obtained with an automatic tracking method
author Barros, Ricardo M. L.
author_facet Barros, Ricardo M. L.
Misuta, Milton S.
Menezes, Rafael P.
Figueroa, Pascual J.
Moura, Felipe A. [UNESP]
Cunha, Sergio A. [UNESP]
Anido, Ricardo
Leite, Neucimar J.
author_role author
author2 Misuta, Milton S.
Menezes, Rafael P.
Figueroa, Pascual J.
Moura, Felipe A. [UNESP]
Cunha, Sergio A. [UNESP]
Anido, Ricardo
Leite, Neucimar J.
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual de Campinas (UNICAMP)
Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv Barros, Ricardo M. L.
Misuta, Milton S.
Menezes, Rafael P.
Figueroa, Pascual J.
Moura, Felipe A. [UNESP]
Cunha, Sergio A. [UNESP]
Anido, Ricardo
Leite, Neucimar J.
dc.subject.por.fl_str_mv Biomechanics
Distance covered
Soccer
Tracking
topic Biomechanics
Distance covered
Soccer
Tracking
description Methods based on visual estimation still is the most widely used analysis of the distances that is covered by soccer players during matches, and most description available in the literature were obtained using such an approach. Recently, systems based on computer vision techniques have appeared and the very first results are available for comparisons. The aim of the present study was to analyse the distances covered by Brazilian soccer players and compare the results to the European players', both data measured by automatic tracking system. Four regular Brazilian First Division Championship matches between different teams were filmed. Applying a previously developed automatic tracking system (DVideo, Campinas, Brazil), the results of 55 outline players participated in the whole game (n = 55) are presented. The results of mean distances covered, standard deviations (s) and coefficient of variation (cv) after 90 minutes were 10,012 m, s = 1,024 m and cv = 10.2%, respectively. The results of three-way ANOVA according to playing positions, showed that the distances covered by external defender (10642 ± 663 m), central midfielders (10476 ± 702 m) and external midfielders (10598 ± 890 m) were greater than forwards (9612 ± 772 m) and forwards covered greater distances than central defenders (9029 ± 860 m). The greater distances were covered in standing, walking, or jogging, 5537 ± 263 m, followed by moderate-speed running, 1731 ± 399 m; low speed running, 1615 ± 351 m; high-speed running, 691 ± 190 m and sprinting, 437 ± 171 m. Mean distance covered in the first half was 5,173 m (s = 394 m, cv = 7.6%) highly significant greater (p < 0.001) than the mean value 4,808 m (s = 375 m, cv = 7.8%) in the second half. A minute-by-minute analysis revealed that after eight minutes of the second half, player performance has already decreased and this reduction is maintained throughout the second half. ©Journal of Sports Science and Medicine (2007).
publishDate 2007
dc.date.none.fl_str_mv 2007-06-01
2014-05-27T11:22:29Z
2014-05-27T11:22:29Z
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://www.ncbi.nlm.nih.gov/pmc/articles/PMC3786245/
Journal of Sports Science and Medicine, v. 6, n. 2, p. 233-242, 2007.
1303-2968
http://hdl.handle.net/11449/69706
WOS:000246863100011
2-s2.0-34249809133
2-s2.0-34249809133.pdf
url http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3786245/
http://hdl.handle.net/11449/69706
identifier_str_mv Journal of Sports Science and Medicine, v. 6, n. 2, p. 233-242, 2007.
1303-2968
WOS:000246863100011
2-s2.0-34249809133
2-s2.0-34249809133.pdf
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Journal of Sports Science and Medicine
1.990
1,091
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 233-242
application/pdf
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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