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Fig. 1. Possible neighborhoods within a search radius in a Markov chain random field if only considering nearest known neighbors in four cardinal directions: (a) four known neighbors; (b) three known neighbors; (c) two known neighbors; (d) one known neighbor; and (e) no known neighbors. The white cell represents the unknown one to be estimated and black cells represent known data locations in cardinal directions.

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