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ORIGINAL PAPER
Neural identification of wheat grain damages caused by a grain weevil (Sitophilus granarius L.)
Journal of Research and Applications in Agricultural Engineering 2011;56(2):165-173
KEYWORDS
ABSTRACT
Determining characteristics of representative features, describing internal injuries triggered by a grain weevil was a purpose of the work. On this base teaching sets essential to produce classification neural models were built (for 2 variants). Next, the qualitative comparison of created models was executed and an optimal network proposed (taking into account admitted assumption). The investigations were being dedicated for assisting decision-making processes which occur during cereal crops storing.
REFERENCES (16)
1.
Boniecki P.: Elementy modelowania neuronowego w rolnictwie. Wydawnictwo Uniwersytetu Przyrodniczego w Poznaniu, 2008.
2.
Gołębiowska Z., Nawrot J.: Szkodniki magazynowe. Warszawa: Państwowe Wydawnictwo Rolnicze i Leśne, 1976.
3.
Ignatowicz S.: Straty przechowywanych produktów powodowane przez szkodniki. Przegląd Zbożowo-Młynarski, 1999, nr 8, s. 33–34.
4.
Kwiatkowski W.: Metody automatycznego rozpoznawania wzorców. Warszawa: BEL Studio Sp. z o.o., 2007.
5.
Karunakaran C., Jayas D.S., White N.: X-ray Image Analysis to Detect Infestations Caused by Insects in Grain. Cereal Chemistry, 2003, nr 5 (80), s. 553-557. K. Świerczyński, P. Boniecki, A. Nawrocka „Journal of Research and Applications in Agricultural Engineering” 2011, Vol. 56(2) 174.
6.
Malina W., Smiatacz M.: Metody cyfrowego przetwarzania obrazów. Warszawa: Akademicka Oficyna Wydawnicza EXIT, 2005.
7.
Nawrot J., Gawlak M.: Zanieczyszczenia biologiczne jako problem bezpieczeństwa żywności. Progress in Plant Protection, 2009, nr 49 (1), s. 445-450.
8.
Nowakowski K. Neuronowa identyfikacja wybranych mechanicznych makrouszkodzeń ziarniaków. Praca doktorska. Poznań, 2007.
9.
Olejarski P.: Zagrożenia dla zmagazynowanych zbóż. Agro Serwis, 2005, nr 2. s. 87-90.
10.
Pearson T.C., Brabec D.L.: Automated detection of hidden internal insect infestations in wheat kernels using electrical conductance. Materiały konferencyjne – ASAE Annual International Meeting, 2002.
11.
Rychlicki-Kicior K.: C#. Tworzenie aplikacji graficznych w .NET 3.0, Helion, 2007.
12.
Tadeusiewicz R., Flasiński M.: Rozpoznawanie obrazów. Warszawa: Państwowe Wydawnictwo Naukowe, 1991.
14.
Szymczyk R.: (red.) Lista Opisowa Odmian. Rośliny Rolnicze. Część 1. Zbożowe. Przemysłowe. Centralny Ośrodek Badania Odmian Roślin Uprawnych, Słupia Wielka, 2004, s. 160.
16.
Zweig, M.H., Campbell, G.: Receiver-Operating Characteristic (ROC) Plots: A Fundamental Evaluation Tool in Clinical Medicine. Clin. Chem 1993, 39 (4), pp. 561-577.
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| eISSN: | 2719-423X |
| ISSN: | 1642-686X |
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