Research on Noise Detection Based on Improved Gradient Function

This paper presents a new noise detection method, in which set eight differential operators, the every pixel gradient is obtained by the eight differential operator and image for convolution. Then an arithmetical mean, which comes from the convolution, is used as final comprehensive assessment indicators. The experimental results show that the method can reflect the impact of different types of noise on the image, and detect the value range of different types of noise.