A method and system for image stabilization through image processing, and a zoom camera including an image stabilization function. The method includes: determining whether an input image comprises a representative feature portion; sampling the representative feature portion to generate a sampled image if it is determined that the input image comprises the representative feature portion; enlarging the input image by an optical zooming, matching the enlarged input image with the sampled image, and obtaining a central coordinate of the enlarged input image and a central coordinate of the sampled image; and aligning an optical axis by calculating a difference between the central coordinate of the enlarged input image and the central coordinate of the sampled image.