Gesture recognition has become a main topic in signal processing and computer science. It focuses on interpreting human gestures by mathematical algorithms so that we can build a more active interaction between human and computers. Gestures has three main categories: bodily motions, facial expressions and hand gestures. Our team’s original idea was to play the game of paper, scissors and stone with the computer, so we focus on hand gesture recognition, especially paper, scissors and stone.