The Use Of Markov Random Field Models In Sampling Scheme Design

S. P. Luttrell

doi:10.1117/12.941481

10 September 1987 The Use Of Markov Random Field Models In Sampling Scheme Design

S. P. Luttrell

Proceedings Volume 0808, Inverse Problems in Optics; (1987) https://doi.org/10.1117/12.941481
Event: Fourth International Symposium on Optical and Optoelectronic Applied Sciences and Engineering, 1987, The Hague, Netherlands

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.

Citation Download Citation

S. P. Luttrell "The Use Of Markov Random Field Models In Sampling Scheme Design", Proc. SPIE 0808, Inverse Problems in Optics, (10 September 1987); https://doi.org/10.1117/12.941481

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