Considered method to input information flow compensations in the problem of recognition of optical images and scenes in conditions of uncertainty of conditions of presentation and outraging in the original space. As a sensor in the system of recognition possible use neuron network with the input signal, modulating matrix of weights, herewith input vector is generated as a line of standard.