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Automatic Monitoring of dairy cows’ lying behaviour using a computer vision system in open barns

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dc.contributor.authorKurras, F.
dc.contributor.authorGravemeier, L.S.
dc.contributor.authorDittmer, A.
dc.contributor.authorKümper, D.
dc.contributor.authorJakob, M.
dc.date.accessioned2023-05-04T07:25:29Z
dc.date.available2023-05-04T07:25:29Z
dc.date.issued2023
dc.descriptionReceived: January 31st, 2023 ; Accepted: April 9th, 2023 ; Published: April 27th, 2023 ; Correspondence: fkurras@atb-potsdam.deeng
dc.description.abstractPrecision Livestock Farming offers opportunities for automated, continuous monitoring of animals, their productivity, welfare and health. The video-based assessment of animal behaviour is an automated, non-invasive and promising application. The aim of this study is to identify possible parameters in dairy cows’ lying behaviour that are the basis for a holistic computer vision-based system to assess animal health and welfare. Based on expert interviews and a literature review, we define parameters and their optimum in form of gold standards to evaluate lying behaviour automatically. These include quantitative parameters such as daily lying time, lying period length, lying period frequency and qualitative parameters such as extension of the front and hind legs, standing in the lying cubicles, or total lateral position. The lying behaviour is an example within the research context for the development of a computer vision-based tool for automated detection of animal behaviour and appropriate housing design.eng
dc.identifier.issn2228-4907
dc.identifier.publicationAgronomy Research, 2023, vol. 21, Special Issue 2, pp. 482–493eng
dc.identifier.urihttp://hdl.handle.net/10492/8076
dc.identifier.urihttps://doi.org/10.15159/ar.23.029
dc.publisherEstonian University of Life Scienceseng
dc.rightsCreative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0)eng
dc.rightsinfo:eu-repo/semantics/openAccesseng
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectanimal welfareeng
dc.subjectcomputer visioneng
dc.subjectdairy cow monitoringeng
dc.subjectlying behavioureng
dc.subjectprecision livestock farmingeng
dc.subjectarticleseng
dc.titleAutomatic Monitoring of dairy cows’ lying behaviour using a computer vision system in open barnseng
dc.typeinfo:eu-repo/semantics/articleeng

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2023, Vol. 21, Special Issue 2