FF-PCA-LDA: Intelligent Feature Fusion Based PCA-LDA Classification System for Plant Leaf Diseases

FF-PCA-LDA: Intelligent Feature Fusion Based PCA-LDA Classification System for Plant Leaf Diseases

Crop leaf disease management and control pose significant impact on enhancement in yield and quality to fulfill consumer needs. For smart agriculture, an intelligent leaf disease identification system is inevitable for efficient crop health monitoring. In this view, a novel approach is proposed for...

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Bibliographic Details
Main Authors: Safdar Ali, Mehdi Hassan, Jin Young Kim, Muhammad Imran Farid, Muhammad Sanaullah, Hareem Mufti
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Applied Sciences
Subjects:
deep learning
ResNet50
feature fusion
PCA
<i>Alternaria solani</i>
LDA
Online Access:https://www.mdpi.com/2076-3417/12/7/3514

Internet

https://www.mdpi.com/2076-3417/12/7/3514

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