Waveshift Augmentation: A Physics-Driven Strategy in Fine-Grained Plant Disease Classification

Recent advancements in computer vision and machine learning enable automatic and precise plant disease diagnosis. However, the necessity for meticulous data segmentation by origin and the demand for extensive data collection lead to performance degradation in even state-of-the-art models. These issu...

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Bibliographic Details
Main Authors: Gent Imeraj, Hitoshi Iyatomi
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10884765/
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