Try using it with the -retrend option. 3dFourier removes a linear trend in the data prior to filtering; -retrend returns it. Without a mean to the timecourses, EPI data look like random pixelated garbage. I'm not sure about the 'looking off center', but would bet it will be fixed as well.
Tom