Patrik Hoyer with Shani Offen, 6/17/03

Separating out local phase, orientation, and contrast from linear filter responses

I'll describe some ongoing work I'm doing with Eero and Shani. The basic idea is to derive local measures of phase, orientation, and contrast from the responses of a few oriented linear filters. This allows us to investigate image statistics using variables that possibly behave in a more predictable way than the original filter responses. After describing the technique we're using I'll present some very preliminary measurements using this framework.