It is shown that spatial instabilities of fixing the digital multispectral images in different spectral ranges cause the geometrical and radiometric distortions of brightness distributions which may be represented by the transformations of Euclidean group. The optimization treatment the problem of reconstruction of such distributions is proposed on the base of informative criteria. The method is suggested for correction of brightness distributions of multispectral images which ensures the image reconstruction under the perfect spatial conditions of fixing.