We treat the classical dynamics of the hydrogen atom in perpendicular electric and magnetic fields as a celestial mechanics problem. By expressing the Hamiltonian ill appropriate action-angle variables, we separate the different time scales of the motion. The method of averaging them allows us to reduce the system to two degrees of freedom, and to classify the most important periodic orbits.