Online Variety Discrimination of Rice Seeds Using Multispectral Imaging and Chemometric Methods

W. Liu1,2, Ch. Liu2, Fanyuan Ma2, Xingyu Lu3, Jian‐Bo Yang3, Liping Zheng4,2
1Intelligent Control and Compute Vision Lab, Hefei University, Hefei, China
2School of Biotechnology and Food Engineering, Hefei University of Technology, Hefei, China
3Rice Research Institute, Anhui Academy of Agricultural Sciences, Hefei, China
4School of Medical Engineering, Hefei University of Technology, Hefei, China

Tóm tắt

Từ khóa


Tài liệu tham khảo

B. R. Lu and A. A. Snow, Bioscience, 55, 669–678 (2005).

Y. Z. Feng and D. W. Sun, Crit. Rev. Food Sci. Nutr., 52, 1039–1058 (2012).

J. Qin, K. Chao, M. S. Kim, R. Lu, and T. F. Burks, J. Food Eng., 118, 157–171 (2013).

B. Park, K. C. Lawrence, W. R. Windham, and D. P. Smith, J. Food Process Eng., 27, 311–327 (2005).

C. C. Yang, M. S. Kim, P. Millner, K. Chao, B. K. Cho, C. Mo, H. Lee, and D. E. Chan, Postharvest Biol. Technol., 93, 1–8 (2014).

W. Huang, J. Li, Q. Wang, and L. Chen, J. Food Eng., 146, 62–71 (2015).

B. S. Dissing, M. E. Nielsen, B. K. Ersbøll, and S. Frosch, PLoS ONE, 6, 19–32 (2011).

C. Liu, W. Liu, X. Lu, F. Ma, W. Chen, J. Yang, and L. Zheng, PLoS ONE, 9, e87818 (2014).

X. Sun, K. J. Chen, K. R. Maddock-Carlin, V. L. Anderson, A. N. Lepper, C. A. Schwartz, W. L. Keller, B. R. Ilse, J. D. Magolski, and E. P. Berg, Meat Sci., 92, 386–393 (2012).

M. M. Løkke, H. F. Seefeldt, T. Skov, and M. Edelenbos, Postharvest Biol. Technol., 75, 86–95 (2013).

B. S. Dissing, O. S. Papadopoulou, C. Tassou, B. K. Ersbøll, J. M. Carstensen, E. Z. Panagou, and G. J. Nychas, Food Bioproc. Technol., 6, 2268–2279 (2013).

E. Z. Panagou, O. Papadopoulou, J. M. Carstensen, and G. J. E. Nychas, Int. J. Food Microbiol., 174, 1–11 (2014).

C. Liu, W. Liu, X. Lu, W. Chen, J. Yang, and L. Zheng, Food Chem., 153, 87–93 (2014).

X. Huang, J. Li, and S. Jiang, J. Jiangsu Univ., 25, 102–104 (2004).

D. M. Hobson, R. M. Carter, and Y. Yan, Instrumentation and Measurement Technology Conference Proceedings, IMTC IEEE, 1–5 (2007).

J. G. Cruz-Castillo, S. Ganeshanandam, B. R. Mackay, G. S. Lawes, C. R. O. Lawoko, and D. J. Woolley, HortScience, 29, 1115–1119 (1994).

L. Xie, Y. Ying, T. Ying, H. Yu, and X. Fu, Anal. Chim. Acta, 584, 379–384 (2007).

F. Liu and Y. He, Food Res. Int., 41, 562–567 (2008).

C. Cortes and V. Vapnik, Mach. Learn., 20, 273–297 (1995).

J. A. K. Suykens, T. van Gestel, J. de Brabanter, B. de Moor, and J. Vandewalle, Least Squares Support Vector Machines, World Scientific, Singapore (2002).

J. A. K. Suykens and J. Vandewalle, Least Squares Support Vector Machine Classifiers, No. 9, 293–300 (1999).

W. Liu, J. Wang, C. Liu, and T. Ying, Trans. Chin. Soc. Agric. Mach., 43, 143–147 (2012).