Recognition and classification of paddy leaf diseases using Optimized Deep Neural network with Jaya algorithm

Recognition and classification of paddy leaf diseases using Optimized Deep Neural network with Jaya algorithm

In the agriculture field, one of the recent research topics is recognition and classification of diseases from the leaf images of a plant. The recognition of agricultural plant diseases by utilizing the image processing techniques will minimize the reliance on the farmers to protect the agricultural...

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Bibliographic Details
Main Authors: S. Ramesh, D. Vydeki
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2020-06-01
Series:Information Processing in Agriculture
Subjects:
Paddy leaf diseases
Optimized Deep Neural Network
Jaya optimization algorithm
K-means clustering
Color features
Texture features
Online Access:http://www.sciencedirect.com/science/article/pii/S2214317319300769

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http://www.sciencedirect.com/science/article/pii/S2214317319300769

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