Geodesic
Investigation of the Markov property of random fields
Itogi Nauki i Tekhniki. Seriya Sovremennye Problemy Matematiki. Noveishie Dostizheniya, Tome 14 (1979), pp. 3-70.

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The survey is devoted to an exposition of general results characterizing Markov random fields and their properties. 
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     author = {Yu. A. Rozanov},
     title = {Investigation of the {Markov} property of random fields},
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Yu. A. Rozanov. Investigation of the Markov property of random fields. Itogi Nauki i Tekhniki. Seriya Sovremennye Problemy Matematiki. Noveishie Dostizheniya, Tome 14 (1979), pp. 3-70. http://geodesic.mathdoc.fr/item/INTD_1979_14_a0/