Mesa me!
In late 1999, while imaging areas near the south pole of Mars, the Mars Orbiter Camera spied this interesting and familiar formation. You might be forgiven thinking this is a pit or collapsed structure. In fact, it's a mesa, 250 meters across, raised above the ground!

This is due to a well-known illusion; our brains are used to seeing things lit from above, but in this image the heart is being lit from below, confusing our sense of depth. I took the image, flipped it over, and inset it on the lower right. Does that look more like a raised flat region to you?

Original release.

Image credit: NASA/JPL/Malin Space Science Systems