Shown on the left is a picture of President Bill Clinton, upside-down. Drag your cursor over the image. What you see now is simply the same image flipped.
When the head is right-side up we clearly notice that the eyes and mouth are upside-down. When the head is upside-down, though, we don't notice that the mouth and eyes are flipped relative to the head.