Abstract: The problem of compensation is considered arising from the registration of hardware distortion images, the model of which is presented by two-dimensional Fredholm integral equations of the first kind. Under this model, an idea of an additive image component is obtained accessible for the recovery and the method of adaptive regularization for its calculations is developed on the basis of empirical data within the conditions of an a priori uncertainty about the properties of the additive noises.