A Two-Hand Multi-Point Gesture Recognition System Based on Adaptive Skin Color Model

In recent years, many researches were focused on the remote control of appliances by using hand gestures. It could narrow the gap of interaction between human and machines. In most of the gesture recognition systems, the skin colors of different mankind and the lighting conditions of clutter background environments are the major problems for the hand shape segmentation. In this paper, we propose a two-hand multi-point gesture recognition system that can model various skin color in different places without any pre-defined training process. We use the Haar-Like feature to locate user’s both hands by checking the match of the gesture command start pose. http://www.sjie.org/paperInfo.aspx?ID=232