No Math Required

I don't think the vision problem is mathematical (except to prove that it's accurate or correct). Mathematics can be good for optimizations and specializations and extended functionality. I think simple methods can be used for early vision. The basis should be in the findings of neuroscience. I think the solution at higher stages is extracting the right information from the early stages and representing it in a way that simple pattern matching (using highly interconnected neural networks) will do the job. I think the right information and representation can also come from neuroscience. So that should be my focus. What does neuroscience know?