I forgot to mention the path...
So you could do this:
and it will save the file to 01.jpg in your current directory.
novacom get file://media/internal/wallpapers/01.jpg > 01.jpg
Those are for other emulator wallpapers (that are different than the stock ones, but sized for phones). The actual flower wallpaper is at