A scheme is proposed for transferring quantum information with the system of atoms interacting with coupled cavities. The scheme is based on the resonant interaction of two-level atom with cavity field via a two-photon hopping. Through controlling the time of atom interacting with the cavity field, the quantum information can be transferred from an atom to another atom or from a cavity to another cavity.