Donoho et al. [thirty] proposed a curve estimation process based on N noise knowledge, which minimizes the mistake on the reduction function by shifting the empirical wavelet coefficients by 1 amount to the origin. Mihcak et al. [31] proposed a spatial adaptive statistical model of wavelet image coefficients for infrared graphic denoising. The deno