A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2019; you can also visit the original URL.
The file type is application/pdf
.
DeepDPM: Dynamic Population Mapping via Deep Neural Network
[article]
2018
arXiv
pre-print
Dynamic high resolution data on human population distribution is of great importance for a wide spectrum of activities and real-life applications, but is too difficult and expensive to obtain directly. Therefore, generating fine-scaled population distributions from coarse population data is of great significance. However, there are three major challenges: 1) the complexity in spatial relations between high and low resolution population; 2) the dependence of population distributions on other
arXiv:1811.02644v2
fatcat:6iugvt2vvfeatpt43jdmwgrkoi