Year: 2019
Type: article
Abstract: Mango is the popular delicious fruit and cash crop.When diseases affect the mango plant there is significant decrease in the production of mango due to which farmers suffer in selling their yield.This problem motivated to develop the new techniques to detect and diagnose the diseases affecting the mango plant and devise the expert system to prevent those.To increase production and quality, it is very necessary to control all such harmful disease at the earlier stage.In our country most of the farmers are illiterate.So they cannot get correct information about disease.It requires an expert advisor or agricultural officer.But it is difficult for an expert advisor or an agricultural officer to reach at every farmer.In mentioned system For image enhancement "Imadjust" function is particularly used for contrast enhancement.This is a inbuilt function in MATLAB. Contrast enhanced is done by linearly scaling pixel values and features used are Contrast, Correlation, Energy, Entropy, Homogeneity, Cluster prominence,Cluster shade, Variance and Dissimilarity. Classifier used is SVM. The proposed system gives accuracy of 90% while testing on 92 samples.
Author: Prof. Shripad Veling
Language: English
Topic: Smart Agriculture and AI
Subfield: Plant Science
Domain: Life Sciences
SDG: Zero hunger
Open Access status: diamond
OpenAlex ID: W2972718337