Donoho et al. [30] proposed a curve estimation strategy according to N noise data, which minimizes the error in the reduction function by shifting the empirical wavelet coefficients by just one sum into the origin. Mihcak et al. [31] proposed a spatial adaptive statistical product of wavelet graphic coefficients for infrared picture denoising. The