Abstract: Traditional wavelet is promoted by lifting scheme, the realization method of the lifting Daubechies (9.7) by lifting scheme is given out in this paper.As for the traditional choosing threshold way has many shortcomings an adaptive threshold based on lifting wavelet transform for image denoising is studied.Simulation illustrates that comparing to general wavelet transform, the new method not only has the advantage of easy coding, fast computation and strong energy, but also improves SNR more effectively, makes denoised image more clearly and keep excellent outcome.