The local shape of a vehicle cover panel surface is very important in the course of its stamping designing process. To fastly recognize surface local shape, an improved method based on spin images is represented. Then, to recognize local shape more accurately, template-matching method is proposed. On the basis of the method, ideal results are obtained.