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Enhancing aphid detection framework based on ORB and convolutional neural networks

Methods to detect directly aphids based on convolutional neural networks (CNNs) are unsatisfactory because aphids are small and usually are specially distributed. To enhance aphid detection efficiency, a framework based on oriented FAST and rotated BRIEF (ORB) and CNNs (EADF) is proposed by us to de...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Pei, Haoran, Liu, Kui, Zhao, Xiaojing, Yahya, Ali Abdullah
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7596493/
https://ncbi.nlm.nih.gov/pubmed/33122813
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-75721-2
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