Abstract: A new self-adaptive gradient is proposed for the detection of vague edges which is difficult to be detected according to traditional gradient. Based on the newly defined gradient, a new edge detecting algorithm is put forward. The edge detection result of test image shows that the new algorithm can improve the detecting rate of vague edges.