Problem changing desktop background in Mountain Lion (10.8.1)
Try deleting /Users/username/Library/Preferences/com.apple.desktop.plist

Then, empty your trash and reboot.  This file stores the preferences for desktop wallpaper and deleting it will give you a clean slate.  Your system should default to the standard Mountain Lion wallpaper.