Abstract A new image fusion algorithm is presented in this paper. This algorithm is used to implement fusion of SAR image and optical image,on the basis of the reciprocal characteristic of SAR image and optical image. The algorithm of image fusion presented in the paper uses a multiscale analysis and the singularity detection principle of wavelet transformation of SAR irnage and optical image, achieves a better result in experiment.