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Deep Convolutional Neural Network for Mapping Smallholder Agriculture Using High Spatial Resolution Satellite Image

In classification of satellite images acquired over smallholder agricultural landscape with complex spectral profiles of various crop types, exploring image spatial information is important. The deep convolutional neural network (CNN), originally designed for natural image recognition in the compute...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Xie, Bin, Zhang, Hankui K., Xue, Jie
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6567049/
https://ncbi.nlm.nih.gov/pubmed/31130667
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19102398
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