The purpose of image fusion is to merge complementary information from multi-sensor data for visual perception, such as in surveillance and reconnaissance. According to the theory of multi-resolution analysis of wavelet transform, a new approach of image fusion is proposed. Experimental results show that the image fusion method based on multi-resolution analysis is very effective and can be applied to wide research fields.