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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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Detalles Bibliográficos
Autores principales: Pei, Haoran, Liu, Kui, Zhao, Xiaojing, Yahya, Ali Abdullah
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7596493/
https://www.ncbi.nlm.nih.gov/pubmed/33122813
http://dx.doi.org/10.1038/s41598-020-75721-2