Creation of the SHREC track: Recognition Of Dynamic Hand Motions Molding Clay

Abstract

Gesture recognition is a tool that enables intuitive Human Computer interactions (HCI) for techniques and applications in the fields of Extended Reality (XR). In this master thesis we present the steps we took to create a new SHREC Track for the hand gesture category. Namely the track Recognition Of Dynamic Hand Motions Molding Clay. The task is the recognition of 7 motion classes given their spatial coordinates in a frame by frame motion. Our novel dataset has been captured using a Vicon system