Background-Masked Lightweight Approach for Pear Leaf Disease Recognition

Background-Masked Lightweight Approach for Pear Leaf Disease Recognition

Deep learning for plant disease recognition faces challenges in real-world scenarios, especially on resource-constrained devices and with complex backgrounds. While deep neural networks excel with such images, lightweight approaches struggle due to the complexities in feature extraction, affecting c...

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Bibliographic Details
Main Authors: Romiyal George, Selvarajah Thuseethan, Roshan G. Ragel, Sutharshan Rajasegarar, Mamoun Alazab, Hamish Campbell, John Yearwood
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Background-masked
lightweight neural networks
plant disease recognition
pear disease
Online Access:https://ieeexplore.ieee.org/document/11098832/
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