Many applications require that people and their movements are captured digitally in 3-D in real-time. Until now, this was possible only with expensive systems of several cameras, or by having people wear special suits. Computer scientists at the Max Planck Institute for Computer Science have developed a system that requires only a single video camera. It can even estimate the 3-D pose of a person acting in a pre-recorded video, for instance a YouTube video.