It’s software that takes a large collection of photos of a place or an object, analyzes them for similarities, and displays them in a reconstructed three-dimensional space.
There’s a fascinating TED talk by Blaise Aguera y Arcas which demonstrates the idea.
Thanks to Tony Hirst for the link.
Later… Quentin points out that the online demonstrations will only work in IE. Well, what do you expect…?