Recently, methods to accurately capture the motion of people gained increasing interest for variety of applications including interaction, animation, orthopedics, and rehabilitation. Compared to markerless approaches, marker-based methods are typically more accurate and are more robust against occlusions [8]. Major challenges in this context are to associate the observed markers with skeleton s...