FastPD FastPD inference algorithm class. More...

#include <fastPD.hxx>

Inheritance diagram for opengm::external::FastPD< GM >:

Collaboration diagram for opengm::external::FastPD< GM >:

Classes
struct	Parameter
	Parameter. More...

Public Types
typedef GM	GraphicalModelType

typedef opengm::Minimizer	AccumulationType

typedef visitors::VerboseVisitor< FastPD< GM > >	VerboseVisitorType

typedef visitors::EmptyVisitor< FastPD< GM > >	EmptyVisitorType

typedef visitors::TimingVisitor< FastPD< GM > >	TimingVisitorType

typedef LPReparametrizer< GM, opengm::Minimizer >	ReparametrizerType

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

typedef opengm::Minimizer	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
	FastPD (const GraphicalModelType &gm, const Parameter &para=Parameter())

	~FastPD ()

std::string	name () const

const GraphicalModelType &	graphicalModel () const

template<class VISITOR >
InferenceTermination	infer (VISITOR &visitor)

InferenceTermination	infer ()

InferenceTermination	arg (std::vector< LabelType > &, const size_t &=1) const

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

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

ReparametrizerType *	getReparametrizer (const typename ReparametrizerType::Parameter &params=typename ReparametrizerType::Parameter()) const

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

virtual 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 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

Protected Member Functions
bool	sameNumberOfLabels () const

void	setLabelCosts ()

void	getNumPairs ()

void	setPairs ()

void	setDistance ()

void	setWeights ()

bool	sameEnergyTable ()

Protected Attributes
const GraphicalModelType &	gm_

Parameter	parameter_

fastPDLib::CV_Fast_PD *	pdInference_

ValueType	value_

ValueType	lowerBound_

fastPDLib::CV_Fast_PD::Real *	labelCosts_

int	numPairs_

int *	pairs_

fastPDLib::CV_Fast_PD::Real *	distance_

fastPDLib::CV_Fast_PD::Real *	weights_

Detailed Description

template<class GM>
class opengm::external::FastPD< GM >

FastPD FastPD inference algorithm class.

cite :[?]

Maximum factor order : ?

Maximum number of labels : ?
Restrictions : ?
Convergent : ?

Definition at line 29 of file fastPD.hxx.

Member Typedef Documentation

template<class GM>

typedef opengm::Minimizer opengm::external::FastPD< GM >::AccumulationType

Definition at line 32 of file fastPD.hxx.

template<class GM>

typedef visitors::EmptyVisitor<FastPD<GM> > opengm::external::FastPD< GM >::EmptyVisitorType

Definition at line 35 of file fastPD.hxx.

template<class GM>

typedef GM opengm::external::FastPD< GM >::GraphicalModelType

Definition at line 31 of file fastPD.hxx.

template<class GM>

typedef LPReparametrizer<GM,opengm::Minimizer> opengm::external::FastPD< GM >::ReparametrizerType

Definition at line 61 of file fastPD.hxx.

template<class GM>

typedef visitors::TimingVisitor<FastPD<GM> > opengm::external::FastPD< GM >::TimingVisitorType

Definition at line 36 of file fastPD.hxx.

template<class GM>

typedef visitors::VerboseVisitor<FastPD<GM> > opengm::external::FastPD< GM >::VerboseVisitorType

Definition at line 34 of file fastPD.hxx.

Constructor & Destructor Documentation

template<class GM>

opengm::external::FastPD< GM >::FastPD	(	const GraphicalModelType &	gm,
		const Parameter &	para = `Parameter()`
	)

Definition at line 87 of file fastPD.hxx.

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template<class GM >

opengm::external::FastPD< GM >::~FastPD ( )

Definition at line 120 of file fastPD.hxx.

Member Function Documentation

template<class GM >

InferenceTermination opengm::external::FastPD< GM >::arg	(	std::vector< LabelType > &	arg,
		const size_t &	n = `1`
	)		const

inline

Definition at line 171 of file fastPD.hxx.

template<class GM >

GM::ValueType opengm::external::FastPD< GM >::bound ( ) const

virtual

return a bound on the solution

Reimplemented from opengm::Inference< GM, opengm::Minimizer >.

Definition at line 188 of file fastPD.hxx.

template<class GM >

void opengm::external::FastPD< GM >::getNumPairs ( )

inlineprotected

Definition at line 281 of file fastPD.hxx.

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template<class GM >

FastPD< GM >::ReparametrizerType * opengm::external::FastPD< GM >::getReparametrizer ( const typename ReparametrizerType::Parameter & params = typename ReparametrizerType::Parameter() ) const

inline

Definition at line 379 of file fastPD.hxx.

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template<class GM >

const FastPD< GM >::GraphicalModelType & opengm::external::FastPD< GM >::graphicalModel ( ) const

inlinevirtual

Implements opengm::Inference< GM, opengm::Minimizer >.

Definition at line 144 of file fastPD.hxx.

template<class GM >

template<class VISITOR >

InferenceTermination opengm::external::FastPD< GM >::infer ( VISITOR & visitor )

inline

Definition at line 156 of file fastPD.hxx.

template<class GM >

InferenceTermination opengm::external::FastPD< GM >::infer ( )

inlinevirtual

Implements opengm::Inference< GM, opengm::Minimizer >.

Definition at line 149 of file fastPD.hxx.

template<class GM >

std::string opengm::external::FastPD< GM >::name ( ) const

inlinevirtual

Implements opengm::Inference< GM, opengm::Minimizer >.

Definition at line 139 of file fastPD.hxx.

template<class GM >

bool opengm::external::FastPD< GM >::sameEnergyTable ( )

inlineprotected

Definition at line 359 of file fastPD.hxx.

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template<class GM >

bool opengm::external::FastPD< GM >::sameNumberOfLabels ( ) const

inlineprotected

Definition at line 250 of file fastPD.hxx.

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template<class GM >

void opengm::external::FastPD< GM >::setDistance ( )

inlineprotected

Definition at line 303 of file fastPD.hxx.

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template<class GM >

void opengm::external::FastPD< GM >::setLabelCosts ( )

inlineprotected

Definition at line 262 of file fastPD.hxx.

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template<class GM >

void opengm::external::FastPD< GM >::setPairs ( )

inlineprotected

Definition at line 290 of file fastPD.hxx.

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template<class GM >

void opengm::external::FastPD< GM >::setWeights ( )

inlineprotected

Definition at line 324 of file fastPD.hxx.

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template<class GM >

GM::ValueType opengm::external::FastPD< GM >::value ( ) const

inlinevirtual

return the solution (value)

Reimplemented from opengm::Inference< GM, opengm::Minimizer >.

Definition at line 245 of file fastPD.hxx.

Member Data Documentation

template<class GM>

fastPDLib::CV_Fast_PD::Real* opengm::external::FastPD< GM >::distance_

protected

Definition at line 74 of file fastPD.hxx.

template<class GM>

const GraphicalModelType& opengm::external::FastPD< GM >::gm_

protected

Definition at line 65 of file fastPD.hxx.

template<class GM>

fastPDLib::CV_Fast_PD::Real* opengm::external::FastPD< GM >::labelCosts_

protected

Definition at line 71 of file fastPD.hxx.

template<class GM>

ValueType opengm::external::FastPD< GM >::lowerBound_

protected

Definition at line 69 of file fastPD.hxx.

template<class GM>

int opengm::external::FastPD< GM >::numPairs_

protected

Definition at line 72 of file fastPD.hxx.

template<class GM>

opengm::external::FastPD< GM >::OPENGM_GM_TYPE_TYPEDEFS

Definition at line 33 of file fastPD.hxx.

template<class GM>

int* opengm::external::FastPD< GM >::pairs_

protected

Definition at line 73 of file fastPD.hxx.

template<class GM>

Parameter opengm::external::FastPD< GM >::parameter_

protected

Definition at line 66 of file fastPD.hxx.

template<class GM>

fastPDLib::CV_Fast_PD* opengm::external::FastPD< GM >::pdInference_

protected

Definition at line 67 of file fastPD.hxx.

template<class GM>

ValueType opengm::external::FastPD< GM >::value_

protected

Definition at line 68 of file fastPD.hxx.

template<class GM>

fastPDLib::CV_Fast_PD::Real* opengm::external::FastPD< GM >::weights_

protected

Definition at line 75 of file fastPD.hxx.

Classes

Public Types

Public Member Functions

Public Attributes

Protected Member Functions

Protected Attributes

Detailed Description

template<class GM> class opengm::external::FastPD< GM >

Member Typedef Documentation

Constructor & Destructor Documentation

Member Function Documentation

Member Data Documentation

template<class GM>
class opengm::external::FastPD< GM >