Optimal Entropy Encoders For Mining Multiply
Resolved Data
Author(s)
R.A. DeVore, L.S. Johnson, C. Pan & R.C. Sharpley
Abstract
A prototype client-server implementation of image analysis and compression is
described which is based on the recently developed theory of Cohen, Dahmen,
DeVore, and Daubechies for optimal entropy data encoders. The class of
algorithms resulting from this theory was developed for the analysis and
synthesis of data and yields optimal (in an information-theoretic sense),
progressive, universal encoders for purposes of compression, storage, and
transmission of data which can be developed into a multi-resolution framework.
Such data include photographic and sensor images, digital terrain maps, and
multidimensional scientific data generated by computational simulators.
Two versions of the tree encoder have been implemented with a common
client interface in order to demonstrate the a
Keywords
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Code
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