The paper proposed a new threshold function.It overcomes the non-consistence of hard threshold function of wavelet and deviation of soft threshold of wavelet.It has good mathematic characters and clear meanings of physics.The experimental results show that it obtains good results based on PNSR and MSE and good results in vision.