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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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Detalles Bibliográficos
Autores principales: Xie, Bin, Zhang, Hankui K., Xue, Jie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6567049/
https://www.ncbi.nlm.nih.gov/pubmed/31130667
http://dx.doi.org/10.3390/s19102398