Multispectral imaging as a potential tool for seed health testing of spinach (Spinacia oleracea L.)

Seed Science and Technology

Volumn 39, Issue 1, 2011, Pages 140-150

  Olesen, M Halkjaer ^a   Carstensen, J M ^b   Boelt, B ^a  

^a DANISH INSTITUTE OF AGRICULTURAL SCIENCES   (Denmark)

^b TECHNICAL UNIVERSITY OF DENMARK   (Denmark)

Author keywords

[No Author keywords available]

Indexed keywords

ALTERNARIA; CLADOSPORIUM; FUNGI; FUSARIUM; PLEOSPORA TARDA; SPINACIA OLERACEA; STEMPHYLIUM;

EID: 79955104293     PISSN: 02510952     EISSN: None     Source Type: Journal    
DOI: 10.15258/sst.2011.39.1.12     Document Type: Article

References (24)

1. Braga, R.A., Rabelo, CF., Granato, L.R., Santos, E.F., Machado, J.C., Arizaga, R., Rabal, H.J. and Trivi, M. (2005). Detection of fungi in beans by the laser biospeckletechnique. Biosystems Engineering, 91, 465-469. (Pubitemid 41059655)
2. Corell, J.C, Morelock, T.E., Black, M.C., Koike, ST., Brandenberger, L.P. and Dainello, F.J. (1994). Economically important diseases of spinach. Plant Disease, 78, 653-660. (Pubitemid 2119486)
3. Deleuran, L.C and Boelt, B. (2006). Spinach seed production in Denmark. Proceedings of the International Spinach Conference, pp 13-15.
4. Dell'Aquila, A. (2006). Red-Green-Blue (RGB) colour density as a non-destructive marker in sorting deteriorated lentil (Lens culinaris Medik.) seeds. Seed Science & Technology, 34, 609-619.
5. Dell'Aquila, A. (2009). Development of novel techniques in conditioning, testing and sorting seed physiological quality. Seed Science & Technology, 37, 608-624.
6. Dowell, F.E., Pearson, T.C., Maghirang, E.B., Xie, F. and Wicklow, D.T. (2002). Reflectance and transmittance spectroscopy applied to detecting fumonisin in single corn kernels infected with Fusarium verticillioides. Cereal Chemistry, 79, 222-226. (Pubitemid 34224708)
7. du Toit, L.J. (2003). Verticillium wilt of spinach. The Proceedings of the National Spinach Conference, Fayetteville, Arkansas, pp. 20-25.
8. du Toit, L.J., Derie, M.L., and Hernandez-Perez, P. (2005). Verticillium wilt in spinach. Seed production. Plant Disease, 89, 4-11. (Pubitemid 40047828)
9. du Toit, L.J. and Hernandez-Perez, P. (2005). Efficacy of hot water and chlorine for eradication of Cladosporium variabile, Stemphylium botryosum, and Verticillium dahliae from spinach seed. Plant Disease, 89, 1305-1312.
10. Dörge, T., Carstensen, J.M. and Frisvad, J.C. (2000). Direct identification of pure Pénicillium species using image analysis. Journal of Microbiological Methods, 41, 121-33. (Pubitemid 30411944)
11. Ellis, M.B. (1971). Stemphylium, Cladosporium and Alternaria. In Dematiaceous Hyphomycetes, (ed. M.B. Ellis), pp. 167, 315 and 465, CABI Publishing, Kew.
12. Gottwald, S., Germeier, C.U. and Ruhmann, W. (2001). Computerized image analysis in Fusarium taxonomy. Mycological Research, 105, 206-214. (Pubitemid 32300230)
13. Haralick, R.M., Shanmugam, K. and Dinstein, I. (1973). Textural features for image classification. IEEE Transactions on Systems, Man, and Cybernetics, 3, 610-621.
14. Maddox, D. (1998). Implication of new technologies for seed health testing and the worldwide movement of seed. Seed Science Research, 8, 277-284.
15. Melouk, H.A. (1992). Verticillium. In Methods for Research on Soil borne Phytopathogenic Fungi, (eds. L.L. Singleton, J.D. Mihail, J.D. and C.M. Rush), pp. 175-178, the American Phytopathological Society, St. Paul.
16. Mou, B., Koike, S.T. and du Toit, L.J. (2008). Screening for resistance to leaf spot diseases of spinach. HortScience, 43, 6, 1706-1710.
17. Niblack, W. (1985). Fourier transformation of image data . In An introduction to digital image processing, (ed. W. Niblack), pp. 168-181, Strandberg Publishing Company, Birkerod.
18. th International Conference, (Eds. S. Saranwong, S. Kasemsumran, W. Thanapase and P. Williams), IM. Publications, Chichester. In press.
19. Pearson, T.C and Wicklow, D.T. (2006). Detection of corn kernels infected by fungi.Transactions of the ASABE, 49, 1235-1245. (Pubitemid 44682615)
20. Singh, C.B., Jayas, D.S., Paliwal, J. and White, N.D.G. (2007). Fungal detection in wheat using Near-Infrared hyperspectral imaging. Transactions of the ASABE, 50, 2171-2176. (Pubitemid 351157814)
21. The International Seed Testing Association, http://www.seedtest.org
22. Wegulo, S.N. and Dowell, E. (2008). Near-infrared versus visual sorting of Fusarium damaged kernels in winter wheat. Canadian Journal of Plant Science, 88, 1087-1089.
23. Windels, C.E. (1992). Fusarium. In Methods for Research on Soil borne Phytopathogenic Fungi, (eds. L.L. Singleton, J.D. Mihail, J.D. and C.M. Rush), pp. 115-128, the American Phytopathological Society, St. Paul.
24. Zayas, I., Lai, F.S. and Pomeranz, Y. (1986). Discriminant between wheat classes and varieties by image analysis. Cereal Chemistry, 63, 52-56.