Deep Metric Learning Based Citrus Disease Classification With Sparse Data

Deep Metric Learning Based Citrus Disease Classification With Sparse Data

Early recognition of citrus diseases is important for preventing crop losses and employing timely disease control measures in farms. Employing machine learning-based approaches, such as deep learning for accurate detection of multiple citrus diseases is challenging due to the limited availability of...

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Bibliographic Details
Main Authors: Sivasubramaniam Janarthan, Selvarajah Thuseethan, Sutharshan Rajasegarar, Qiang Lyu, Yongqiang Zheng, John Yearwood
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Citrus disease recognition
deep learning
metric learning
siamese network
sparse data
Online Access:https://ieeexplore.ieee.org/document/9186111/

Internet

https://ieeexplore.ieee.org/document/9186111/

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