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Proceedings Paper

The Use Of Markov Random Field Models In Sampling Scheme Design
Author(s): S. P. Luttrell
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Paper Abstract

I use information theoretic techniques to derive schemes for the Bayesian analysis of images with spatially homogeneous statistical properties. In any particular case the scheme is equivalent to deducing the structure of the Markov random field which models the data. This scheme may also be viewed as a generalised sampling technique where the data is reduced by a set of sampling functions to a more compact set of data, which nevertheless retains all the information content of the original data.

Paper Details

Date Published: 10 September 1987
PDF: 7 pages
Proc. SPIE 0808, Inverse Problems in Optics, (10 September 1987); doi: 10.1117/12.941481
Show Author Affiliations
S. P. Luttrell, Royal Signals and Radar Establishment (UK)

Published in SPIE Proceedings Vol. 0808:
Inverse Problems in Optics
Edward Roy Pike, Editor(s)

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