The identification of autocorrelation model of discrete random image

摘要

The Z-transform of the autocorrelation model of discrete random images is derived. By using the power series expansion and truncation of the Z-transform, the least-squares identification method for the coefficients of Z-transform is developed. The computational formulas for the parameters of the autocorrelation model of images are given. The validity of the method is confirmed by experiment.