Iterated Conditional Modes Algorithm

J. E. Besag, "On the Statistical Analysis of Dirty Pictures", Journal of the Royal Statistical Society, Series B 48(3):259-302, 1986. More...

#include <icm.hxx>

Inheritance diagram for opengm::ICM< GM, ACC >:

Collaboration diagram for opengm::ICM< GM, ACC >:

Classes
class	Parameter

Public Types
enum	MoveType { SINGLE_VARIABLE = 0, FACTOR = 1 }

typedef ACC	AccumulationType

typedef GM	GraphicalModelType

typedef Movemaker< GraphicalModelType >	MovemakerType

typedef opengm::visitors::VerboseVisitor< ICM< GM, ACC > >	VerboseVisitorType

typedef opengm::visitors::EmptyVisitor< ICM< GM, ACC > >	EmptyVisitorType

typedef opengm::visitors::TimingVisitor< ICM< GM, ACC > >	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
	ICM (const GraphicalModelType &)

	ICM (const GraphicalModelType &, const Parameter &)

std::string	name () const

const GraphicalModelType &	graphicalModel () const

InferenceTermination	infer ()

void	reset ()

template<class VisitorType >
InferenceTermination	infer (VisitorType &)

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

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

virtual ValueType	value () const
	return the solution (value) More...

size_t	currentMoveType () const

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

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...

virtual ValueType	bound () const
	return a bound on the solution 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 opengm::ICM< GM, ACC >

Iterated Conditional Modes Algorithm

J. E. Besag, "On the Statistical Analysis of Dirty Pictures", Journal of the Royal Statistical Society, Series B 48(3):259-302, 1986.