Hough transform is a widely used algorithm in computer vision and pattern recognition. However, the tremendous computation required by Hough transform impedes it used in real-time applications. The standard Hough transform used only the information of a single non-zero pixel, which causes the huge computation. The relationship between two pixels is concerned in the presented scheme. A line parameter is obtained from the coordinates of two pixels, so the computation is deceased distinctly. The testing data s...