This paper presents a hybrid pattern recognition system for real- time fingerprint recognition, which is based on the power spectrum analysis (PSAS). In order to acquire the fingerprint images from personal finger, the two cases related to incoherent light and coherent light are investigated. Experimental resultS show that the system related to fingerprints acquired by incoherent light has better performance.