A new method of Human-Robot Interaction based on gesture recognition was proposed in this paper. Kinect sensor installed on the mobile robot was used for recognizing human gesture. Four types of gesture were prepared as user's command to operate a service robot which has capabilities of human following and autonomous navigation. Experiments were carried out to check the performance of recognizing human gesture and the possibility for robot operation.
