The AAM search algorithm is an acceptable algorithm in practice as soon as the first estimate is close enough to the searched object. Indeed, the linear assumption done by the algorithm is only valid if the displacement is less than a few pixels. Nevertheless the model is able to track a few frames in a video sequence and then it get lost. So a tracker is needed to help the algorithm to keep track of faces during a video sequence. The next chapter introduces the tracker that we will use.