Present the application of fuzzy information granulation (FIG) to image interpolation. Granulation structure of image is introduced, and the basic principle of image interpolation based on FIG is investigated. A new interpolation algorithm is proposed based on such granulation structure. It has been testified with better effect than the traditional methods by many experiments.