Open Access

Application of Hyperspectral Imaging for Cultivar Discrimination of Malting Barley Grains


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Gowen, A.A., O’Donnella, C.P., Cullen, P.J., Downey, G., Frias, J.M. (2007). Hyperspectral imaging - an emerging process analytical tool for food quality and safety control. Trends in Food Science and Technology, 18, 590-598.10.1016/j.tifs.2007.06.001Search in Google Scholar

Huang, H., Liu, L., Ngadi, M.O. (2014). Recent Developments in Hyperspectral Imaging for Assessment of Food Quality and Safety. Sensors, 14, 7248-7276.10.3390/s140407248402963924759119Search in Google Scholar

Jakubczyk, T., Haber, T. (1981). Analiza zbóż i przetworów zbożowych. SGGW-AR, Warszawa.Search in Google Scholar

Mahesh, S., Manickavasagan, A., Jayas, D.S., Paliwal, J., White, N.D.G. (2008). Feasibility of nearinfrared hyperspectral imaging to differentiate Canadian wheat classes. Biosystems Engineering, 10, 50-57.10.1016/j.biosystemseng.2008.05.017Search in Google Scholar

Pierna, J.A.F., Vermeulen, P., Amand, O., Tossens, A., Dardenne, P., Baeten, V. (2012). NIR hyperspectral imaging spectroscopy and chemometrics for the detection of undesirable substances in food and feed. Chemometrics and Intelligent Laboratory Systems, 117, 233-239.10.1016/j.chemolab.2012.02.004Search in Google Scholar

PN-EN ISO 712:2012. Ziarno zbóż i przetwory zbożowe - Oznaczanie wilgotności - Metoda odwoławcza.Search in Google Scholar

Shahin, M.A., Symons, S.J. (2011). Detection of Fusarium damaged kernels in Canada Western Red Spring wheat using visible/near-infrared hyperspectral imaging and principal component analysis. Computers and Electronics in Agriculture, 75, 107-11210.1016/j.compag.2010.10.004Search in Google Scholar

Sun, D.W. (2010). Hyperspectral Imaging for Food Quality Analysis and Control. Academic Press/Elsevier, San Diego, California, USA.Search in Google Scholar

Wallays C., Missotten B., De Baerdemaeker J., Saeys W. (2009). Hyperspectral waveband selection for on-line measurement of grain cleanness. Biosystems Engineering, 104, 1-7.10.1016/j.biosystemseng.2009.05.011Search in Google Scholar

Williams, P.J., Geladi, P., Britz, T.J., Manley, M. (2012). Investigation of fungal development in maize kernels using NIR hyperspectral imaging and multivariate data analysis. Journal of Cereal Science, 55, 272-278.10.1016/j.jcs.2011.12.003Search in Google Scholar

Zapotoczny, P. (2009). Dyskryminacja odmian ziarna pszenicy na podstawie cech geometrycznych. Agricultural Engineering, 5(114), 319-328.Search in Google Scholar