The goal of this work is to investigate the practical possibilities and challenges of using monocular cameras to gain complex movement data, and to design and implement a prototypical system that can capture movement data in real-time and transfer it to a virtual skeleton in 3D space, ultimately allowing for the control of virtual avatars.