Abstract: An improved algorithm is presented based on discussing the algorithm of EZW.Namely the lowest frequency subband is encoded separately,the ordered quad-tree is defined in high frequency subbands so that the important wavelet coefficients are transmitted by priority,and the run-length is applied.Theoretical analysis and experimental results show that the scheme is better than the EZW in the aspects of encoding/decoding time and recovery image quality.