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Few-Shot Learning for Plant-Disease Recognition in the Frequency Domain

Few-shot learning (FSL) is suitable for plant-disease recognition due to the shortage of data. However, the limitations of feature representation and the demanding generalization requirements are still pressing issues that need to be addressed. The recent studies reveal that the frequency representa...

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Principais autores: Hong Lin, Rita Tse, Su-Kit Tang, Zhenping Qiang, Giovanni Pau
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2022-10-01
coleção:Plants
Assuntos:
few-shot learning
plant disease recognition
frequency domain
Gaussian-like calibration
discrete cosine transform
power transform
Acesso em linha:https://www.mdpi.com/2223-7747/11/21/2814
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