I really like Astrophysics for Physicists by Choudhuri, but it might not be deep enough for you.
Otherwise: Radiative Processes in Astrophysics by Rybicki and Lightman (this is pretty thorough) and Theoretical Astrophysics by Padmanabhan (but I found the English difficult to follow)