A region and edge segmentation-based highly scalable coding method on color image has been presented. The algorithm is divided into three sequential steps. The first step is that the color image is segmented as homogeneous texture region or independent object. The second step includes DCT transform of edge pixels and wavelet transform of individual region. The third step is to output layered code stream after the wavelet coefficients is organized by MEZW method.