Sign Language Recognition in Virtual Reality

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PubDate: January 2021

Teams: University of South Florida

Writers: Jacob Schioppo; Zachary Meyer; Diego Fabiano; Shaun Canavan

PDF: Sign Language Recognition in Virtual Reality

Abstract

A real-time system for signal language recognition in virtual reality (VR) is presented in this paper. The system makes use of an egocentric view with the Vive HTC VR headset along with a Leap Motion controller. In this demo, a random forest is used to classify the 26 letters of the alphabet, in American Sign Language, from hand-crafted features extracted from the Leap Motion controller. We detail offline classification results showing the expressive power of the features used for recognition.

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