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Hand movement and gesture recognition using Leap Motion ...

Hand movement and gesture recognition using Leap Motion Controller Lin Shao . Stanford EE 267, Virtual Reality,Course Report, Instructors: Gordon Wetzstein and Robert Konrad Abstract The Leap Motion Controller has a wide range of application. It has been used for stoke rehabilitation by people from The Intelli- The novel device Leap Motion Controller provides an informative gent Computer Tutoring Group in the UniversIty [Bracegirdle et al. representation of hands. We utilize tracking data through the API of 2014]. Another important application is hand gesture recognitions. Leap Motion Controller to recognize hand movement and gestures. Many gesture recognition methods have been put forward under Our experiment shows that our method based on Leap Motion Con- difference environments. troller tracking data can recognize hand gesture accurately when no Marin [Marin et al.]

Based on previous raw data we collected from Leap Motion Con-troller API, we starts to build features to recognize hand gestures. These features could mainly be divided into two parts. One parts are associated with static gestures containing the positions and di-rections. The others are used to identify dynamic gestures. 3.3.1 Static Gesture ...

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