Hierarchical model-based motion estimation

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Hierarchical model-based motion estimation (1992)

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by James R. Bergen , P. Anandan , Th J. Hanna , Rajesh Hingorani

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661 - 15 self

BibTeX

@INPROCEEDINGS{Bergen92hierarchicalmodel-based,
    author = {James R. Bergen and P. Anandan and Th J. Hanna and Rajesh Hingorani},
    title = {Hierarchical model-based motion estimation},
    booktitle = {},
    year = {1992},
    pages = {237--252},
    publisher = {Springer-Verlag}
}

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Abstract

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.

Keyphrases

hierarchical model-based motion estimation local rnodel global model general optical flow overall structure affine flow rigid body motion hierarchical estimation framework estimation process rse-fine refinement strategy specific example planar surface flow diverse representation motion information key feature specific motion model

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