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Estimation for hidden Markov random fields
Authors:Robert J. Elliott   Lakhdar Aggoun
Affiliation:

a Department of Mathematical Sciences, University of Alberta, Edmonton, Canada T6G 2G1

b Department of Statistics, The University of Auckland, Private Bag 92019, Auckland, New Zealand

Abstract:A finite state Markov random field is noisily observed via a second finite state process. The parameters of the model are estimated, as well as the most likely signal given the observations.
Keywords:Random field   Noisy observation   Parameter estimation
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