Feature Extraction Model in Systems of Diagnostics of Plant Diseases by the Leaf Images

Mirzaev, N., Saliev, E.

Abstract. The task of features extraction occurring in creation of systems to diagnose crop diseases using leaves images has been examined in this work. The model of diagnostic feature extraction of leaves images has been proposed for the problem solution. The main concept of the proposed model includes creation of preferred feature set simplifying the construction process of considered rule in pattern recognition given in the form of images. Experimental investigations at problem solving on diagnosis of wheat diseases with the help of leaves images have been conducted for function test of the presented model.

Keywords: diagnostic systems, base fragments of images, diagnostics of plant diseases, diagnostic features of leaves, preferred features, correlation of features

GOST 7.1-2003 citation for works in English:Цитирование по ГОСТ 7.1-2003 для работ на английском языке:
Mirzaev, N., Saliev, E. Feature extraction model in systems of diagnostics of plant diseases by the leaf images // Instrumentation Engineering, Electronics and Telecommunications – 2017 : Proceedings of the III International Forum (Izhevsk, Russia, November 22–24, 2017). – Izhevsk : Publishing House of Kalashnikov ISTU, 2018. – Pp. 20–27.

GOST 7.1-2003 citation for works in Russian:Цитирование по ГОСТ 7.1-2003 для работ на русском языке:
Mirzaev, N., Saliev, E. Feature extraction model in systems of diagnostics of plant diseases by the leaf images // Приборостроение, электроника и телекоммуникации – 2017 : Сб. ст. III Междунар. форума (г. Ижевск, 22–24 ноября 2017 г.). – Ижевск : Изд-во ИжГТУ имени М. Т. Калашникова, 2018. – С. 20–27.

APA v6 сitation:Цитирование в формате APA v6:
Mirzaev, N., & Saliev, E. (2018). Feature extraction model in systems of diagnostics of plant diseases by the leaf images. In Instrumentation Engineering, Electronics and Telecommunications – 2017. Proceedings of the III International Forum (pp. 20–27). Izhevsk, Russia : Publishing House of Kalashnikov ISTU.