Summary: Wavelet division method keeps image detail while it blurs detail. Wavelet coefficients own similarity of energy distribution in high frequency sub-images acquired by multilevel wavelet transformation. A new denoising algorithm is proposed based on energy distribution characteristic and division method. The experiments show that this algorithm can restrain noise and decompose image more effectively and has higher Signal-to-Noise Ratio (SNR) than division method.