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Universidade do Minho >
Escola de Engenharia da Universidade do Minho | School of Engineering at the University of Minho >
Centro de Engenharia Biológica | Centre of Biological Engineering >
CEB - Artigos em Revistas/Séries Internacionais / Papers in International Journals/Series >
Please use this identifier to cite or link to this item:
http://hdl.handle.net/1822/9613
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| Title: | Application of image analysis to the prediction of EBC barley kernel weight distribution |
| Authors: | Amaral, A. L. Rocha, Orlando Gonçalves, Cristina Ferreira, António Augusto Ferreira, E. C. |
| Keywords: | Barley analysis Kernel size Image analysis Partial least squares |
| Issue date: | Nov-2009 |
| Publisher: | Elsevier B.V. |
| Citation: | AMARAL, António L. [et al.] - Application of image analysis to the prediction of EBC barley kernel weight distribution. “Industrial Crops and Products” [Em linha]. 30:3 (Nov. 2009) 366-371. [Consult. 22 Set. 2009]. Disponível em WWW:URL:http://www.sciencedirect.com/science?
_ob=ArticleURL&_udi=B6T77-4WXRDJY-1&_user=
2459786&_rdoc=1&_fmt=&_orig=search&_sort=
d&_docanchor=&view=c&_searchStrId=1020
200603&_rerunOrigin=google&_acct=C0000
57396&_version=1&_urlVersion=0&_userid=
2459786&md5=a70df7e9dd03306009da67e
9ca02451a>. ISSN 0926-66. |
| Abstract: | It 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. |
| Type: | article |
| URI: | http://hdl.handle.net/1822/9613 |
| ISSN: | 0926-6690 |
| Peer-Reviewed: | yes |
| Appears in Collections: | CEB - Artigos em Revistas/Séries Internacionais / Papers in International Journals/Series
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