Multi-Stage Neural Network-Based Ensemble Learning Approach for Wheat Leaf Disease Classification

Multi-Stage Neural Network-Based Ensemble Learning Approach for Wheat Leaf Disease Classification

Prompt and accurate classification of wheat leaf diseases and their severity is essential for precise diagnosis, effective pesticide application, efficient disease control, and enhanced wheat production and quality. Nevertheless, the wide range of wheat diseases poses a significant challenge in term...

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Bibliographic Details
Main Authors: Samia Nawaz Yousafzai, Inzamam Mashood Nasir, Sara Tehsin, Dania Saleem Malik, Ismail Keshta, Norma Latif Fitriyani, Yeonghyeon Gu, Muhammad Syafrudin
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Wheat disease detection
ensemble learning
image classification
convolutional neural networks
bagging
Online Access:https://ieeexplore.ieee.org/document/10883997/
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