In administration panel :

1 - You must choose a style with a banner (like bluesilver)

2 - In General Admin click 'Configure banner' and select location of your own banner then upload it

Your banner will replace the default one but I don't know if you can center it, in this case it takes place of the old one.

I suppose that if you select a style with a centered banner your own will be centered too.