You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
 
 
 
 
 
 
hesuicong 07dabbd186 提交scripts 10 months ago
..
CHANGES.TXT 提交scripts 10 months ago
LICENSE.TXT 提交scripts 10 months ago
MRFEnergy.h 提交scripts 10 months ago
MRFEnergy.inl 提交scripts 10 months ago
README.TXT 提交scripts 10 months ago
instances.h 提交scripts 10 months ago
minimize.inl 提交scripts 10 months ago
ordering.inl 提交scripts 10 months ago
treeProbabilities.inl 提交scripts 10 months ago
typeBinary.h 提交scripts 10 months ago
typeBinaryFast.h 提交scripts 10 months ago
typeGeneral.h 提交scripts 10 months ago
typePotts.h 提交scripts 10 months ago
typeTruncatedLinear.h 提交scripts 10 months ago
typeTruncatedLinear2D.h 提交scripts 10 months ago
typeTruncatedQuadratic.h 提交scripts 10 months ago
typeTruncatedQuadratic2D.h 提交scripts 10 months ago

README.TXT

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 (vnk@microsoft.com), 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.