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This article proposes a statistical approach for fast articulated 3D body tracking, similar to the loose-limbed model, but using the factor graph representation and a fast estimation algorithm. A fast Nonparametric Belief Propagation on factor graphs is used to estimate the current marginal for each limb. All belief propagation messages are represented as sums of weighted samples. The resulting algorithm...
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