This paper presents a lossless coding algorithm based on wavelet transformation. The algorithm has high compression ratio, and can achieve the lossless and loss compression. It can provide the resolution scalability and remain the former advantages of EZW. Combined appropriately with integer wavelet transformation, it has faster speed and need lower space.