Learning Spatiotemporal Models from Training Examples

  title={Learning Spatiotemporal Models from Training Examples},
  author={Adam Baumberg and David C. Hogg},
Physically based vibration modes have been shown to provide a useful mechanism for describing non-rigid motions of articulated and deformable objects. The approach relies on assumptions being made about the elastic properties of an object to generate a compact set of orthogonal shape parameters which can then be used for tracking and data approximation. We present a method for automatically generating an equivalent physically based model using a training set of examples of the object deforming… CONTINUE READING
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