Windows Control System using Voice and Motion Recognition of Kinect Sensor

Recently, many new concepts have been developed for humancomputer interaction interface. XBOX, was introduced my Microsoft, is a game device with console interface. Kinect is a low-cost device which supports multiple speakers, microphone, RGB camera, depth camera for voice recognition, motion recognition. At the beginning Kinect was developed for XBOX, then it was supported various functions for Window system. In this paper, we propose a window system interface based using Kinect voice and motion recognition. Instead of using mouse or keyboard, users can easily control the computer by their voice and motion, especially hand gestures. In additional, we develop a voice recognition system for Kinect. With the voice recognition system, Kinect not only can recognize words or command, but also sentences. Also, we construct a registration system to add new voice/sentences from users.