Hand Gesture Recognition Using ToF Camera and 3D Point Cloud Networks

Abstract

Gesture recognition is achieved by using ToF camera and deep neural networks based on 3D point cloud. An average recognition accuracy of the networks is >99%. PointNet++ (MSG) network demonstrates better performance than other networks.