System of recognition of plant diseases on leaves images on the basis of fuzzy logic and neural network

Tutygin Vladimir Semenovich, Al Windi Basim KhalidMohammedAli, Ryabtsev Igor Aleksandrovich

A new method including the calculation of the distribution functions of the key parameters of the R, G, B, RG, RB, GB components of the original color RGB plant picture images, a fuzzification operation representing and the adjacency matrix (GLCM), a fuzzification operation, representing the formation of fuzzy pins on the type of plant disease, the implementation of defuzzification using the binarization of key features and majority vote on 6 parameters, as well as a neural network based method.

Keywords:GLCM-matrix, fazzy set of plants leaves pictures, fazzy logic, binarization of key features, majority voting, neural network