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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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Foilsithe in:Sensors (Basel)
Main Authors: Xie, Bin, Zhang, Hankui K., Xue, Jie
Formáid: Artigo
Teanga:Inglês
Foilsithe: MDPI 2019
Ábhair:
Rochtain Ar Líne: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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