Statistical mechanics approach to the phase unwrapping problem

Details Statistical mechanics approach to the phase unwrapping problem Statistical mechanics approach to the phase unwrapping problem

2000-02-07

arxiv.org/abs/cond-mat/0002093v1

Physica A 276(3-4), pp. 521-534, 2000

Physics

Condensed Matter

Statistical Mechanics

Scientific paper

10.1016/S0378-4371(99)00462-8

The use of Mean-Field theory to unwrap principal phase patterns has been recently proposed. In this paper we generalize the Mean-Field approach to process phase patterns with arbitrary degree of undersampling. The phase unwrapping problem is formulated as that of finding the ground state of a locally constrained, finite size, spin-L Ising model under a non-uniform magnetic field. The optimization problem is solved by the Mean-Field Annealing technique. Synthetic experiments show the effectiveness of the proposed algorithm.

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