STARS: Sign tracking and recognition system using input–output HMMs

STARS is a vision based real time gestural interface that allows both communicative and manipulative 3D hand gestures, which vary in motion and appearance, to control target generic personal computer applications. This input–output HMM based framework attains high recognition rates on a database consisting of 20 complex hand gestures.