Can User-Derived Gesture be Considered as the Best Gesture for a Command?: Focusing on the Commands for Smart Home System

Abstract

With advanced technologies of gesture recognition, various researchers have started to focus on deriving intuitive gestures for commands from users. Most of the studies suggested only the gestures with the highest frequency (a top gesture) for the commands. In this study, a total of two experiments were conducted to identify whether the top gestures in the first experiment are maintained in the second experiment. A total of thirty participants took part in the first experiment and twenty eight in the second experiment. As a result of the experiments, 65% of the top gestures from the first experiment were changed in the second experiment, although the same participants conducted the two experiments. Also, the agreement score was significantly higher in the second experiment.