Example: https://en.wikipedia.org/wiki/Islamic_State_of_Iraq_and_the_Levant#/media/File:AQMI_Flag.svg
The image is actually much closer to being square, but because both the background of MediaViewer and of the image are black, the image appears to be of different dimensions than it was the article view, which is very confusing.