Application of image analysis to the prediction of EBC barley kernel weight distribution

dc.contributor.authorAmaral, A. L.
dc.contributor.authorRocha, Orlando
dc.contributor.authorGonçalves, Cristina
dc.contributor.authorFerreira, António Augusto
dc.contributor.authorFerreira, Eugénio C.
dc.date.accessioned2009-09-22T16:27:33Z
dc.date.available2009-09-22T16:27:33Z
dc.date.issued2009-11
dc.description.abstractIt is known that the barley kernel size is an important factor regarding the uniformity of the malting and brewery processes, barley valuation, approval andmarket value. In order to facilitate the barley purchasing process, a fast field technique for kernel size evaluation, such as the image analysis technique proposed in this work, would be greatly appreciated as a fast and simple procedure for barley selection. In this study a close correlation between the image analysis and the standard EBC was obtained with a correlation factor of 0.999 and a regression coefficient of 0.991 between the two methodologies. The proposed IA methodologywas found to accurately predict the Scarlett and Prestige barley varietiesweight distribution especially when considering the crucial ‘business transactions selection’ classes.por
dc.description.sponsorshipUnicer, S.A.por
dc.distributioninternationalpor
dc.identifier.citationAmaral, A. L., Rocha, O., Gonçalves, C., Ferreira, A. A., & Ferreira, E. C. (2009, November). Application of image analysis to the prediction of EBC barley kernel weight distribution. Industrial Crops and Products. Elsevier BV. http://doi.org/10.1016/j.indcrop.2009.07.003por
dc.identifier.doi10.1016/j.indcrop.2009.07.003por
dc.identifier.issn0926-6690por
dc.identifier.urihttps://hdl.handle.net/1822/9613
dc.language.isoengpor
dc.peerreviewedyespor
dc.publisherElsevier B.V.por
dc.relation.publisherversionhttps://www.sciencedirect.com/science/article/pii/S0926669009000971
dc.rightsopenAccesspor
dc.subjectBarley analysispor
dc.subjectKernel sizepor
dc.subjectImage analysispor
dc.subjectPartial least squarespor
dc.subject.wosScience & Technologypor
dc.titleApplication of image analysis to the prediction of EBC barley kernel weight distributionpor
dc.typearticlepor
dspace.entity.typePublicationen
oaire.citationEndPage371por
oaire.citationIssue3por
oaire.citationStartPage366por
oaire.citationVolume30por
sdum.journalIndustrial Crops and Productspor
sdum.number3por
sdum.pagination366–371por
sdum.publicationstatuspublishedpor
sdum.volume30por

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