Remote sensing image fusion is one important branch of image fusion, which studies how to fuse the multi-spectral images and the panchromatic image by using some certain fusion algorithm, making the fused images with a high spectral resolution as well as a high spatial resolution. The purpose of image fusion is simply taking advantage of complementary information among images, eliminating redundant information among images, highlighting the useful information and ultimately obtaining the image with more val...