Initialization action detection method for gesture recognition system

We analyze gestures for the initialization of HCI system, such as `hand-shaking' and `hand-pushing', especially in the aspects of robustness and sensing methods. For the detection of derived `hand-pushing' action, temporal variation of depth histogram is used. The proposed method is empirically verified.