Donoho et al. [thirty] proposed a curve estimation strategy based upon N noise facts, which minimizes the error of the reduction function by shifting the empirical wavelet coefficients by 1 total for the origin. Mihcak et al. [31] proposed a spatial adaptive statistical design of wavelet image coefficients for infrared image denoising. The denoisin