A bs tr act. We attempt to find the suitable modeling for complex gesture patterns so that we can utilize it for their recognition and reproduction. As a result, we propose a hybrid framework where the observable characteristics of gestures are modeled explicitly, while pattern details are processed by blind learning methods. Our hybrid approach thus consists of multiple layers with inter-commu...