Identification of insect-damaged wheat kernels using short-wave near-infrared hyperspectral and digital colour imaging
作者： Chandra B. Singh , Digvir S. Jayas , Jitendra Paliwal , Noel D.G. White
DOI: 10.1016/J.COMPAG.2010.06.001
关键词: Mahalanobis distance 、 Red flour beetle 、 Digital image 、 Sitophilus 、 Mathematics 、 Pattern recognition 、 Hyperspectral imaging 、 Computer vision 、 Histogram 、 Quadratic classifier 、 Artificial intelligence 、 Rice weevil
摘要: … The results of this study indicated that NIR image features combined with colour image features have the potential of detecting insect-damaged kernels in wheat samples with very high …
cabdirect.org
acm.org
elsevier.com
sci-hub.se 参考文章(29)
Tormod Næs, Tom Fearn, Tomas Isaksson, Tony Davies, A user-friendly guide to multivariate calibration and classification NIR Publications: Chichester UK. (2002). ,(2017) , 10.1255/978-1-906715-25-0
S. Majumdar, D. S. Jayas, CLASSIFICATION OF CEREAL GRAINS USING MACHINE VISION: III. TEXTURE MODELS Transactions of the ASABE. ,vol. 43, pp. 1677- 1680 ,(2000) , 10.13031/2013.3067
Christopher Ridgway, John Chambers, Ian A. Cowe, Detection of Grain Weevils inside Single Wheat Kernels by a Very near Infrared Two-Wavelength Model Journal of Near Infrared Spectroscopy. ,vol. 7, pp. 213- 221 ,(1999) , 10.1255/JNIRS.251
Hongmei Zhang, Jun Wang, Detection of age and insect damage incurred by wheat, with an electronic nose Journal of Stored Products Research. ,vol. 43, pp. 489- 495 ,(2007) , 10.1016/J.JSPR.2007.01.004
Christopher Ridgway, John Chambers, Detection of Insects inside Wheat Kernels by NIR Imaging Journal of Near Infrared Spectroscopy. ,vol. 6, pp. 115- 119 ,(1998) , 10.1255/JNIRS.128
I. Y. Zayas, P. W. Flinn, DETECTION OF INSECTS IN BULK WHEAT SAMPLES WITH MACHINE VISION Transactions of the ASABE. ,vol. 41, pp. 883- 888 ,(1998) , 10.13031/2013.17206
T. Pearson, D. L. Brabec, DETECTION OF WHEAT KERNELS WITH HIDDEN INSECT INFESTATIONS WITH AN ELECTRICALLY CONDUCTIVE ROLLER MILL Applied Engineering in Agriculture. ,vol. 23, pp. 639- 645 ,(2007) , 10.13031/2013.23662
Bob Brader, Rachel C Lee, Rudy Plarre, Wendell Burkholder, G.Barrie Kitto, Chuan Kao, Lynn Polston, Eleanora Dorneanu, Ioana Szabo, Bill Mead, Bob Rouse, Don Sullins, Royal Denning, A comparison of screening methods for insect contamination in wheat Journal of Stored Products Research. ,vol. 38, pp. 75- 86 ,(2002) , 10.1016/S0022-474X(01)00006-6
R. I. Sánchez-Mariñez, M. O. Cortez-Rocha, F. Ortega-Dorame, M. Morales-Valdes, M. I. Silveira, End-Use Quality of Flour from Rhyzopertha dominica Infested Wheat Cereal Chemistry. ,vol. 74, pp. 481- 483 ,(1997) , 10.1094/CCHEM.1997.74.4.481
C.B. Singh, D.S. Jayas, J. Paliwal, N.D.G. White, Detection of insect-damaged wheat kernels using near-infrared hyperspectral imaging Journal of Stored Products Research. ,vol. 45, pp. 151- 158 ,(2009) , 10.1016/J.JSPR.2008.12.002