Header Images for pages (Hoepage is not included)

I want to add a header to all my pages in the website that I am designing but I get 2 options only: Either I use the same header for all the pages or I can create several headers but they are random. How can I have several headers and use an specific one for each page I have on my website? I am new to word press, thanks in advance for your help. Esteban