This paper presents a new method for removing distortions in the phase spectrum of synthetic aperture radar (SAR) images by using the properties of multidimensional finite signals. The quality of the restored images and the time of reconstruction are examined. Results of the reconstruction process are demonstrated on a digital model of a radar image.