Hierarchical Architechtures. Hierarchical Strategies in Computer Vision Systems. Hierarchical Homogenous Topologies. A Taxonomy of Hierarchical Machines for Computer Vision. Compact and Distributed Pyramids. Pipeline Multiresolution Systems. Simulation of Pyramids on Flat Arrays and Hypercubes. Heterogeneous Hierarchical Systems. Programming a Hierarchical Structure. Pyramidal Tools and Applications. Index.

Synopsis:

Explains how to deal with the vast quantity of data required for computer vision by starting with a low spatial resolution (and therefore a small amount of data) and proceeding through successive refinements to the final verification of the results at the highest resolution available. Provides the groundwork for the architectural analysis described

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