In this blog post, I outline a new theory for how shape perception works in pictures, specifically, how we interpret perspective. The ideas I present here can describe, at a high level, how it is that we have so many different ways to make realistic pictures, and that we can understand them. It combines ideas from human vision science, art history, and computational photography.