IDENTIFICATION OF NAVEL ORANGE LESIONS BY NONLINEAR DEEP LEARNING ALGORITHM

ABSTRACT It is difficult for humans to recognize recessive diseases in navel oranges. Therefore, deep neural networks are applied to plant disease identification. To improve the feature extraction ability of convolutional neural networks, the Parameter Exponential Nonlinear Activation Unit (PENLU) i...

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Detalhes bibliográficos
Main Authors: Guoliang Yang, Nan Xu, Zhiyang Hong
Formato: Artigo
Idioma:English
Publicado em: Sociedade Brasileira de Engenharia Agrícola 2018-09-01
Colecção:Engenharia Agrícola
Assuntos:
Acesso em linha:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-69162018000500783&tlng=en