Abstract: Fractal interpolation was adopted in the algorithms of image affine transform to avoid blurring the contour and degradation of image, while edge detector is used to extract the image edge contour. Different interpolation methods were applied to the edge and smooth region. Several numerical results for medical and scenical image show that the algorithm is effective and simple to implement.