This paper propose user’s both hands gesture recognition system which using depth data from Infrared TOF(Time of Flight) method Depth camera. And propose hand area detection using expansion, erosion, median filter to remove noise and integral image. By using this method we implement the both hands gesture recognition system. For test this system, we implement hardware and recognition program software and measure the recognition speed and accuracy of this system.