$ sudo apt-get update
$ sudo apt-get install mate-backgrounds 

mate-backgrounds is installed in your system.

Make ensure the mate-backgrounds package were installed using the commands given below,

$ sudo dpkg-query -l | grep mate-backgrounds *

You will get with mate-backgrounds package name, version, architecture and description in a table

mate-backgrounds package basic information: