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Highlighting shooting opportunities in football

2023-04-24Research article Open access
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authorProfile.emailbiblioteca@isel.pt
datacite.subject.fosEngenharia e Tecnologia::Engenharia Mecânica
dc.contributor.authorLoutfi, Ilias
dc.contributor.authorGómez-Jordana, Luis
dc.contributor.authorRic, Angel
dc.contributor.authorMilho, João
dc.contributor.authorMadaleno Passos, Pedro José
dc.date.accessioned2025-09-09T12:26:25Z
dc.date.available2025-09-09T12:26:25Z
dc.date.issued2023-04-24
dc.description.abstractThe purpose of the present study was to create a two-dimensional model which illustrates a landscape of shooting opportunities at goal during a competitive football match. For that purpose, we analysed exemplar attacking subphases of each team when the ball was in the last 30 m of the field. The player’s positional data (x and y coordinates) and the ball were captured at 25 fps and processed to create heatmaps that illustrated the shooting opportunities that were available in the first and second half in different field areas. Moreover, the time that the shooting opportunities were available was estimated. Results show that in the observed match, most of the shooting opportunities lasted between 1 and 2 s, with only a few opportunities lasting more than 2 s. The shooting opportunities did not display a homogenous distribution over the field. The obtained heatmaps provide valuable and specific information about each team’s shooting opportunities, allowing the identification of the most vulnerable areas. Additionally, the amount, duration, and location of the shooting opportunities have shown significant differences between teams. This customizable model is sensitive to the features of shooting opportunities and can be used in real-time video analysis for individual and collective performance analysis.eng
dc.identifier.citationLoutfi, I., Gómez-Jordana, L. I., Ric, A., Milho, J., & Passos, P. (2023). Highlighting shooting opportunities in football. Sensors, 23(9), 1-13. https://doi.org/10.3390/s23094244
dc.identifier.doihttps://doi.org/10.3390/s23094244
dc.identifier.eissn1424-8220
dc.identifier.urihttp://hdl.handle.net/10400.21/22129
dc.language.isoeng
dc.peerreviewedyes
dc.publisherMDPI
dc.relationSFRH/BD/135876/2018
dc.relation.hasversionhttps://www.mdpi.com/1424-8220/23/9/4244
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectHigh-tech video cameras
dc.subjectSoccer
dc.subjectHeatmaps
dc.subjectTime and space
dc.subjectCo-positioning
dc.subjectAttacking patterns
dc.titleHighlighting shooting opportunities in footballeng
dc.typeresearch article
dspace.entity.typePublication
oaire.citation.endPage13
oaire.citation.issue9
oaire.citation.startPage1
oaire.citation.titleSensors
oaire.citation.volume23
oaire.versionhttp://purl.org/coar/version/c_be7fb7dd8ff6fe43
person.familyNameGómez-Jordana
person.familyNameMilho
person.familyNameMadaleno Passos
person.givenNameLuis
person.givenNameJoão
person.givenNamePedro José
person.identifier563804
person.identifier.ciencia-id8B10-31FC-8EE9
person.identifier.ciencia-idC71F-D0D6-8328
person.identifier.orcid0000-0003-3442-8518
person.identifier.orcid0000-0002-3302-0935
person.identifier.orcid0000-0002-2080-1660
person.identifier.ridI-4669-2015
person.identifier.ridH-1521-2012
person.identifier.scopus-author-id6506056952
person.identifier.scopus-author-id16205724400
relation.isAuthorOfPublicationc0e55291-3a23-4dc2-9c98-fd040b39ef01
relation.isAuthorOfPublication2dd3b72f-073a-472b-abb6-05582c12db6b
relation.isAuthorOfPublicationec77b5e0-a955-4659-85a8-f2d5ff5d67c3
relation.isAuthorOfPublication.latestForDiscoveryc0e55291-3a23-4dc2-9c98-fd040b39ef01

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