In this project it is proposed a method for the calibration of a vehicle equipped with a 3DLIDAR and cameras. Combining known vehicle trajectory with the poses from camera and LIDAR, the idea is to propose a non-linear minimization framework to solve the relative transformation between the LIDAR sensor and the camera.