We have been promoting smart mobility like advanced navigation services or driving support services. GPS is one of useful solutions to detect vehicle’s position. However, there are areas where the driving lane cannot be determined due to GPS signal lost. Therefore, we have tried to use dashboard camera in order to estimate precise vehicle positions using image segmentation and shape analysis. In this paper, we proposed a method that can be applied to more general cases, such as where surrounding vehicles are also shot in the video.