[class reducedinference] Reduced Inference Implementation of the reduction techniques proposed in J.H. Kappes, M. Speth, G. Reinelt, and C. Schnörr: Towards Efficient and Exact MAP-Inference for Large Scale Discrete Computer Vision Problems via Combinatorial Optimization, CVPR 2013 More...

#include <reducedinference.hxx>

Inheritance diagram for opengm::ReducedInference< GM, ACC, INF >:

Collaboration diagram for opengm::ReducedInference< GM, ACC, INF >:

Classes
class	Parameter

Public Types
typedef ACC	AccumulationType

typedef GM	GmType

typedef GM	GraphicalModelType

typedef INF	InfType

typedef visitors::VerboseVisitor< ReducedInference< GM, ACC, INF > >	VerboseVisitorType

typedef visitors::EmptyVisitor< ReducedInference< GM, ACC, INF > >	EmptyVisitorType

typedef visitors::TimingVisitor< ReducedInference< GM, ACC, INF > >	TimingVisitorType

Public Types inherited from opengm::Inference< GM, ACC >
typedef GM	GraphicalModelType

typedef ACC	AccumulationType

typedef GraphicalModelType::LabelType	LabelType

typedef GraphicalModelType::IndexType	IndexType

typedef GraphicalModelType::ValueType	ValueType

typedef GraphicalModelType::OperatorType	OperatorType

typedef GraphicalModelType::FactorType	FactorType

typedef GraphicalModelType::IndependentFactorType	IndependentFactorType

typedef GraphicalModelType::FunctionIdentifier	FunctionIdentifier

Public Member Functions
	ReducedInference (const GmType &, const Parameter &=Parameter())
	[class reducedinference] More...

std::string	name () const

const GmType &	graphicalModel () const

InferenceTermination	infer ()

GM::ValueType	bound () const
	return a bound on the solution More...

template<class VisitorType >
InferenceTermination	infer (VisitorType &)

virtual InferenceTermination	arg (std::vector< LabelType > &, const size_t=1) const
	output a solution More...

GM::ValueType	value () const
	return the solution (value) More...

Public Member Functions inherited from opengm::Inference< GM, ACC >
virtual	~Inference ()

virtual void	setStartingPoint (typename std::vector< LabelType >::const_iterator)
	set initial labeling More...

virtual InferenceTermination	args (std::vector< std::vector< LabelType > > &) const

virtual InferenceTermination	marginal (const size_t, IndependentFactorType &) const
	output a solution for a marginal for a specific variable More...

virtual InferenceTermination	factorMarginal (const size_t, IndependentFactorType &) const
	output a solution for a marginal for all variables connected to a factor More...

InferenceTermination	constrainedOptimum (std::vector< IndexType > &, std::vector< LabelType > &, std::vector< LabelType > &) const

InferenceTermination	modeFromMarginal (std::vector< LabelType > &) const

InferenceTermination	modeFromFactorMarginal (std::vector< LabelType > &) const

Public Attributes
	OPENGM_GM_TYPE_TYPEDEFS

Detailed Description

template<class GM, class ACC, class INF>
class opengm::ReducedInference< GM, ACC, INF >

[class reducedinference] Reduced Inference Implementation of the reduction techniques proposed in J.H. Kappes, M. Speth, G. Reinelt, and C. Schnörr: Towards Efficient and Exact MAP-Inference for Large Scale Discrete Computer Vision Problems via Combinatorial Optimization, CVPR 2013

it provides: