For map generation, road environments need to be precisely measured on the basis of information from sensors mounted on cars.We introduce an effective statistical method for more accurately estimating road signs' locations. We improve the accuracy of location estimation by selecting preferable estimation results among the results obtained by conventional triangulation based method utilizing even low cost GPS locator and images obtained from in-vehicle monocular camera.