Based on the wavelet transform theory, this paper researches into the method of noise image compression and coding in wavelet transform domain, which removes the noise and compresses and encodes the image in wavelet transform domain simultaneously, and obtains good offects in both respects. The experimental results given at the end of this paper demonstrate the effectiveness of our algorithm.