Probabilistic semantic models for manipulation action representation and extraction ?
We present a framework for analysis of manipulation action primitives. The semantics of actions are modeled as probabilistic distributions of semantic events over action phase. The resulting probabilistic models are used in combination with lower level trajectories. The approach is evaluated on a problem of extracting action primitives from observation.
probabilistic semantic models manipulation action primitives semantic event chains action extraction parametric hidden markov models