Wheat Yellow Rust Disease Infection Type Classification Using Texture Features

Wheat Yellow Rust Disease Infection Type Classification Using Texture Features

Wheat is a staple crop of Pakistan that covers almost 40% of the cultivated land and contributes almost 3% in the overall Gross Domestic Product (GDP) of Pakistan. However, due to increasing seasonal variation, it was observed that wheat is majorly affected by rust disease, particularly in rain-fed...

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Bibliographic Details
Main Authors: Uferah Shafi, Rafia Mumtaz, Ihsan Ul Haq, Maryam Hafeez, Naveed Iqbal, Arslan Shaukat, Syed Mohammad Hassan Zaidi, Zahid Mahmood
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Sensors
Subjects:
texture analysis
wheat yellow rust disease
GLCM features
feature extraction
machine learning
local binary pattern (LBP)
Online Access:https://www.mdpi.com/1424-8220/22/1/146

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