In this project we will match a 3D model of an object to a video that contains such an object. This capability is crucial to reveal the pose of the object as well as to locate specific parts within the objects (even if the parts themselves are occluded) e.g. the license plate. We will utilize segmentation techniques to compute the likelihood of our hypotheses.