Based on the theory of wavelet correlation and the associative characteristic of volume holographic storage in a photorefractive crystal, a novel multichannel wavelet correlator is constructed. It has characteristics of multichannel correlation processing and a higher recognition veracity. With the spherical reference beam, the system is more compact and easy to be miniaturized and utilized. Its application in fingerprint identification is studied, and experimental results are given.