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A new approach to parameter estimation for Gibbs random fields

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3 Author(s)
Derin, H. ; University of Massachusetts, Amherst, Massachusetts ; Elliott, H. ; Kuang, J.

This paper presents a new approach for estimating the parameters of random fields characterized by Gibbs distributions. Unlike the commonly used "coding method", the parameter estimation procedure presented here involves the solution of a set of linear equations. We also present numerical and pictorial results on application of this estimation procedure on several Gibbs distributed images.

Published in:

Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '85.  (Volume:10 )

Date of Conference:

Apr 1985