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) .


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install.packages("downscaledl")

1.0 by Lianfa Li, 24 days ago


Browse source code at https://github.com/cran/downscaledl


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