BuddyPress Header Image

I tried to modify the header image in buddypress, yet the Header Image that is in the customize settings is not really the header. It seems to be below everything. I would like to be able to change the actual header (meaning background area behind the top of the page) on all pages, and perhaps have different pages use different header images and background colors.