A new adaptive filter which is based on local statistical characteristics with the help of a cooperation of linear and nonlinear filtering technology with image series processing methods is presented in the paper. The filtering algorithm is very effective and robust in eliminating the mixed noise of Gaussian and impulse and has the merits of real time efficiency and utility.