For someone to build 10166 and can not change the background image here is a tip that I just found out.
It's quite simple, just edit the registry
HKLM \ SOFTWARE \ Microsoft \ Shell \ Start
BackgroundImage
and put any value, restart the phone and ready, you can now change the background image