What does it mean to be slapped in the face with a sandal, in the middle east?

I seen at the beginning of the Iraq was when a statue fell of Saddam Hussein was toppled over, men was slapping the face of it with their sandals. I also noticed they done the same thing to billboards too, I know this is a bad gesture, but where can it be found??