Abstract: With the characteristic of 3D laser scanning on road and the distribution analysis of points cloud's normal vectors,the filtering algorithm based on fuzzy clustering of normal vectors is proposed.Three different types of real road data are put into experiment.It proves that the algorithm gives good filtering effect to non-road data produced in the road scanning.The algorithm provides a new method for filtering points cloud data.