How do you change wallpaper?
No right click on Mate desktop???
I have not used MATE more than a few minutes to check it out so I could be wrong BUT there should be an option to control the background in the System Settings (or Control Panel or whatever its called).
Open dconf editor
org - mate - desktop - background - enables show desktop icons