In Proc. of IEEE Int’l Conf. on Computer Vision, Vancouver, Canada, 2001 Vision-based motion capturing of hand articulation is a challenging task, since the hand presents a motion of high degrees of freedom. Model-based approaches could be taken to approach this problem by searching in a high dimensional hand state space, and matching projections of a hand model and image observations. However,...