This paper presents a new face recognition method in Fourier domain. The proposed method combines the Fourier transform and the wavelet transform for face recognition. Yale and Olivetti face image databases are selected to evaluate the proposed method. The results show that the proposed method gives higher accuracy than PCA method and template matching in spatial domain. Spectroface is extremely effective for eliminating the errors that bring from different expressions and small occlusion.