1. An image stabilization method for processing a plurality of images, comprising: using a feature point detection method to detect each of the images to be processed, so as to detect a plurality of feature points in each of the images to be processed; analyzing a relationship of same feature points in adjacent images to be processed; calculating a homography transform matrix of the adjacent images to be processed according to the relationship of the feature points; calculating a stabilization matrix and an adjustment matrix corresponding to each of the images to be processed according to the known feature points in each of the images to be processed and the homography transform matrices; and compensating each of the images to be processed by the adjustment matrix, so as to produce a plurality of corrected images, wherein a first image of adjacent corrected images multiplied by the same stabilization matrix is transformed to a second image of the adjacent corrected images.