We investigate an entanglement purification protocol suggested by Jeong and Ralph for coherent-state quantum information processing. We study in detail the purification of a (quasi) Bell-state quantum channel subject to photon loss utilizing this protocol and also extend its application to general Werner-type mixed states. We compare this protocol with its discrete-variable counterpart and show that a lower fidelity threshold and higher efficiency for purification are attained.