Wavelet Transform is a new technique for singnal processing. Based on the principle and algorithm of wavelet transform and discrete wavelet transform, a method of fittering with localized protecting by wavelet transform coefficient is presented. The method is used to process a simulating image and some real images, and all the results show that the new method is quite suitable for two dimensional the image with single spot.