Downscale of RS Images using Deep Learning

Downscaling the coarse-resolution remote sensing images into fined-resolution images is important for preprocessing. This package provides the functions for this with high accuracy. Currently, the resautonet is used as the deep learning algorithm for downscaling. This work was done based on this paper, Lianfa Li (2019) .


Reference manual

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1.0 by Lianfa Li, a year ago

Browse source code at

Authors: Lianfa Li

Documentation:   PDF Manual  

GPL license

Imports Rcpp, rstack, dplyr, magrittr, keras, raster, parallel, tensorflow, sp, rgdal

Linking to Rcpp, RcppArmadillo

System requirements: C++11

See at CRAN