Abstract: Although various Automatic Image Registration methods have been proposed in past few years, several drawbacks avoid their common use in practice. The recently proposed scale invariant feature transform approach has already revealed to be a powerful tool for the obtaining keypoints in general but it has a limited performance when directly applied to remote sensing images. In this paper, we are comparing work done on image registration methods on basis of technique used to register the images.