TRWS
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This software implements two algorithms for minimizing energy functions of the form E(x) = \sum_i D_i(x_i) + \sum_ij V_ij(x_i,x_j) where x_i are discrete variables. The two algorithms are max-product belief propagation (BP, Pearl'88) and sequential tree-reweighted max-product message passing (TRW-S, Kolmogorov'05). For example usage look at one of the type*.h files (typeBinary.h, typeBinaryFast.h, typePotts.h, typeGeneral.h, typeTruncatedLinear.h, typeTruncatedQuadratic.h, typeTruncatedLinear2D.h, typeTruncatedQuadratic2D.h). If your energy function does not belong to the classes defined in these files but terms V_ij allow fast distance transforms, then it should be possible to extend the algorithms to your functions using files type*.h as examples. Written by Vladimir Kolmogorov ([email protected]), 2005. Tested under Microsoft Visual Studio .NET (Windows) and GNU c++ compiler version 2.96 (Red Hat Linux 7.1). (c) Microsoft Corporation. All rights reserved.