In this paper we present algorithm for reconstruction of intensity distribution over a laser beam cross section from the noisy temperature field of a thin target. The regularizing FFT algorithm consistent with the noise in the initial data and allowing the calculation time to be significantly reduced when processing great bulk of the initial data is used for suppressing the noise of temperature measurements.