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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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Principais autores: Safdar Ali, Mehdi Hassan, Jin Young Kim, Muhammad Imran Farid, Muhammad Sanaullah, Hareem Mufti
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2022-03-01
Serier:Applied Sciences
Fag:
deep learning
ResNet50
feature fusion
PCA
<i>Alternaria solani</i>
LDA
Online adgang:https://www.mdpi.com/2076-3417/12/7/3514
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