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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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Kaydedildi:
Detaylı Bibliyografya
Yayımlandı:Sci Rep
Asıl Yazarlar: Pei, Haoran, Liu, Kui, Zhao, Xiaojing, Yahya, Ali Abdullah
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Nature Publishing Group UK 2020
Konular:
Online Erişim: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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