$ sudo apt-get update
$ sudo apt-get install kde-wallpapers 

kde-wallpapers is installed in your system.

Make ensure the kde-wallpapers package were installed using the commands given below,

$ sudo dpkg-query -l | grep kde-wallpapers *

You will get with kde-wallpapers package name, version, architecture and description in a table

kde-wallpapers package basic information: