By conjoining the wavelet coefficient absolute value with the local area energy, a new image fusion algorithm is proposed based on the techniques of wavelet decomposition. At the same selected location in wavelet domain of two source image, according to four kinds of configurations of the wavelet coefficient absolute value and the local area energy, the wavelet coefficients of fusion image are obtained respectively by selection and weighted average method. The experimental result indicates that the new algorithm is good in fusion result.