Abstract: According the characteristic of tensor filed can externalize the local exposure information in image，this paper introduces an image de-noising method which uses the local exposure information of tensor field to control filter.The method can maximizing holding the structure information in image like line，border and so on.The experimental results show that the peak signal-to-noise ratio of the de-noised image and the visual effect are improved via the proposed algorithm.