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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Bibliografiske detaljer
Main Authors: Guoliang Yang, Nan Xu, Zhiyang Hong
Format: Article
Sprog:English
Udgivet: Sociedade Brasileira de Engenharia Agrícola 2018-09-01
Serier:Engenharia Agrícola
Fag:
Online adgang:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-69162018000500783&tlng=en