Hierarchical Model-Based Motion Estimation

نویسندگان

  • James R. Bergen
  • P. Anandan
  • Keith J. Hanna
  • Rajesh Hingorani
چکیده

This paper describes a hierarchical estimation framework for the computation of diverse representations of motion information. The key features of the resulting framework (or family of algorithms) a,re a global model that constrains the overall structure of the motion estimated, a local rnodel that is used in the estimation process, and a coa,rse-fine refinement strategy. Four specific motion models: affine flow, planar surface flow, rigid body motion, and general optical flow, are described along with their application to specific examPles.

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تاریخ انتشار 1992