...Does Peter Griffin, Stewie, and Brian are caricature of Seth McFarlane?

Peter-Complete ******* and does what he damn well pleases?
Stewie-Wants to control everything?
Brian-Strong Liberal and Atheist?

I think your exactly right. The characters that Seth McFarlane plays on Family Guy are extensions of his own personality.