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International Journal of Microbiology
Volume 2012, Article ID 865175, 5 pages
Research Article

Use of Self-Organizing Map to Analyze Images of Fungi Colonies Grown from Triticum aestivum Seeds Disinfected by Ozone Treatment

1Centre pour l'Agronomie et l'Agro-Industrie de la Province de Hainaut (CARAH), 11 rue P. Pastur, 7800 Ath, Wallonie, Belgium
2Haute École Provinciale de Hainaut-CONDORCET, 17 Chemin du Champ de Mars, 7000 Mons, Wallonie, Belgium

Received 5 March 2012; Revised 20 September 2012; Accepted 20 September 2012

Academic Editor: Joseph Falkinham

Copyright © 2012 Thierry Marique et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. F. Ciccarese, N. Sasanelli, A. Ciccarese, T. Ziadi, and L. Mancini, “Seed disinfestation by ozone treatments,” in Proceedings of the IOA Conference and Exhibition, Valencia, Spain, 2007.
  2. C. T. Dwarakanath, E. T. Rayner, G. E. Mann, and F. G. Dollear, “Reduction of aflatoxin levels in cottonseed and peanut meals by ozonization,” Journal of the American Oil Chemists' Society, vol. 45, no. 2, pp. 93–95, 1968. View at Publisher · View at Google Scholar · View at Scopus
  3. W. Masschelein, Ozone et Ozonation des Eaux, Technique & Doc, 1991.
  4. M. A. Khadre, A. E. Yousef, and J. G. Kim, “Microbiological aspects of ozone applications in food: a review,” Journal of Food Science, vol. 66, no. 9, pp. 1242–1252, 2001. View at Google Scholar · View at Scopus
  5. R. G. Rice, Recent Ozone Applications in Food Processing and Sanitation, Food Safety Magazine, 2002.
  6. R. Champion, Les Champignons Transmis par les Semences, INRA, Paris, France, 1997.
  7. S. B. Mathur and O. Kongsdal, Common Laboratory Seed Health Testing Methods for Detecting Fungi, International Seed Testing Association, Bassersdorf, Switzerland, 2003.
  8. R. J. Schalkoff, Artificial Neural Networks, McGraw-Hill, 1997.
  9. T. Marique, S. Pennincx, and A. Kharoubi, “Image segmentation and bruise identification on potatoes using a Kohonen's self-organizing map,” Journal of Food Science, vol. 70, no. 7, pp. E415–E417, 2005. View at Google Scholar · View at Scopus
  10. L. G. C. Hamey, J. C. H. Yeh, and C. Ng, “Objective bake assessment using image analysis and artificial intelligence,” in Proceedings of the 47th Australian Cereal Chemistry Conference, pp. 180–184, Royal Australian Chemical Institute, Perth, Australia, 1997.
  11. L. G. C. Hamey, J. C. H. Yeh, C. T. Westcott, and S. K. Y. Sung, “Pre-processing colour images with a self-organising map: baking curve identification and bake image segmentation,” in Proceedings of the 14th International Conference on Pattern Recognition, Brisbane, Australia, 1998.
  12. J. C. H. Yeh, L. G. C. Hamey, T. Westcott, and S. K. Y. Sung, “Colour bake inspection system using hybrid artificial neural networks,” in Proceedings of the IEEE International Conference on Neural Networks, vol. 1, pp. 37–42, Perth, Australia, December 1995. View at Scopus
  13. A. Raila, A. Lugauskas, D. Steponavicius, M. Railiene, A. Steponaviciene, and E. Zvicevicius, “Application of ozone for reduction of mycological infection in wheat grain,” Annals of Agricultural and Environmental Medicine, vol. 13, no. 2, pp. 287–294, 2006. View at Google Scholar · View at Scopus