Abstract: A new filtering algorithm is proposed based on local statistical characteristics in this paper, and it is called Linear Local Mixed Filter(LLMF) which is suitable for digital images corrupted with mixed noises(impulse noise and Gaussian noise). The filter combine local filtering algorithm with linear filtering algorithm. It uses local neighborhood deviation to judge similarity of pixel and thus increased the performances of removed Gaussian components. Its denoising results are better to Gaussian pure, pure...