How can I manipulate the camera preview?

There are several tutorials out there which explain how to get a simple camera preview up and running on an android device. But i couldn't find any example which explains how to manipulate the image before it's being rendered.
What I want to do is implementing custom color filters to simulate e.g. red and/or green deficiency.