We have been developing a guiding robot to be used in the university campus, where it is definitely necessary to track a specified person among many people. In this study, we propose a tracking algorithm by the combination of simple detection by a laser range scanner and HOG features by an RGB camera to achieve a fast tracking. Some experimental results will be shown.
