MRFLIB MRFLIB inference algorithm class. More...

#include <mrflib.hxx>

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

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

Classes
struct	Parameter

struct	RebindGm
	Parameter. More...

struct	RebindGmAndAcc

Public Types
typedef GM	GraphicalModelType

typedef opengm::Minimizer	AccumulationType

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

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

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

typedef size_t	VariableIndex

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
	MRFLIB (const GraphicalModelType &gm, const Parameter &para=Parameter())

	~MRFLIB ()

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...

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
void	generateEnergyView ()

void	generateEnergyTables ()

void	generateEnergyTL1 ()

void	generateEnergyTL2 ()

void	generateEnergyWeightedTable ()

void	setD ()

void	setV ()

void	setWeightedTableWeights ()

bool	hasSameLabelNumber () const

bool	sameEnergyTable () const

bool	symmetricEnergyTable () const

bool	valueCheck () const

void	generateFirstOrderFactorLookupTable_ ()

void	generateSecondOrderFactorLookupTables_ ()

ValueType	getT (IndexType factor, ValueType e) const

bool	sameT (ValueType T, ValueType e) const

void	setWeights ()

bool	equalWeights () const

bool	truncatedAbsoluteDifferenceFactors () const

bool	truncatedSquaredDifferenceFactors () const

void	copyFactorValues ()

Static Protected Member Functions
static mrfLib::MRF::CostVal	firstOrderFactorViewAccess (int pix, int i)

static mrfLib::MRF::CostVal	secondOrderFactorViewAccess (int pix1, int pix2, int i, int j)

static mrfLib::MRF::CostVal	firstOrderFactorTablesAccess (int pix, int i)

static mrfLib::MRF::CostVal	secondOrderFactorTablesAccess (int pix1, int pix2, int i, int j)

Protected Attributes
const GraphicalModelType &	gm_

IndexType	sizeX_

IndexType	sizeY_

IndexType	numLabels_

marray::Matrix< size_t >	grid_

Parameter	parameter_

mrfLib::MRF *	mrf_

mrfLib::MRF::CostVal *	D_

mrfLib::MRF::CostVal *	V_

mrfLib::MRF::CostVal *	hCue_

mrfLib::MRF::CostVal *	vCue_

mrfLib::DataCost *	data_

mrfLib::SmoothnessCost *	smooth_

mrfLib::EnergyFunction *	energy_

std::vector< std::vector< IndexType > >	firstOrderFactorLookupTable_

std::vector< std::vector< IndexType > >	horizontalSecondOrderFactorLookupTable_

std::vector< std::vector< IndexType > >	verticalSecondOrderFactorLookupTable_

std::vector< mrfLib::MRF::CostVal >	firstOrderFactorValues

std::vector< mrfLib::MRF::CostVal >	secondOrderFactorValues

Static Protected Attributes
static MRFLIB< GM > *	mySelfView_ = NULL

static MRFLIB< GM > *	mySelfTables_ = NULL

static const IndexType	right_ = 0

static const IndexType	down_ = 1

Detailed Description

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

MRFLIB MRFLIB inference algorithm class.

cite :[?]

Maximum factor order :2

Maximum number of labels : $\infty$
Restrictions : factor graph must be a 2d- grid
Convergent : ?

Definition at line 36 of file mrflib.hxx.

Member Typedef Documentation

§ AccumulationType

template<class GM>

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

Definition at line 39 of file mrflib.hxx.

§ EmptyVisitorType

template<class GM>

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

Definition at line 42 of file mrflib.hxx.

§ GraphicalModelType

template<class GM>

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

Definition at line 38 of file mrflib.hxx.

§ TimingVisitorType

template<class GM>

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

Definition at line 43 of file mrflib.hxx.

§ VariableIndex

template<class GM>

typedef size_t opengm::external::MRFLIB< GM >::VariableIndex

Definition at line 44 of file mrflib.hxx.

§ VerboseVisitorType

template<class GM>

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

Definition at line 41 of file mrflib.hxx.

Constructor & Destructor Documentation

§ MRFLIB()

template<class GM>

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

Definition at line 163 of file mrflib.hxx.

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§ ~MRFLIB()

template<class GM >

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

Definition at line 251 of file mrflib.hxx.

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Member Function Documentation

§ arg()

template<class GM >

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

inline

Definition at line 346 of file mrflib.hxx.

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§ bound()

template<class GM >

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

inlinevirtual

return a bound on the solution

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

Definition at line 360 of file mrflib.hxx.

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§ copyFactorValues()

template<class GM >

void opengm::external::MRFLIB< GM >::copyFactorValues ( )

inlineprotected

Definition at line 855 of file mrflib.hxx.

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§ equalWeights()

template<class GM >

bool opengm::external::MRFLIB< GM >::equalWeights ( ) const

inlineprotected

Definition at line 835 of file mrflib.hxx.

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§ firstOrderFactorTablesAccess()

template<class GM >

mrfLib::MRF::CostVal opengm::external::MRFLIB< GM >::firstOrderFactorTablesAccess	(	int	pix,
		int	i
	)

inlinestaticprotected

Definition at line 915 of file mrflib.hxx.

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§ firstOrderFactorViewAccess()

template<class GM >

mrfLib::MRF::CostVal opengm::external::MRFLIB< GM >::firstOrderFactorViewAccess	(	int	pix,
		int	i
	)

inlinestaticprotected

Definition at line 695 of file mrflib.hxx.

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§ generateEnergyTables()

template<class GM >

void opengm::external::MRFLIB< GM >::generateEnergyTables ( )

inlineprotected

Definition at line 384 of file mrflib.hxx.

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§ generateEnergyTL1()

template<class GM >

void opengm::external::MRFLIB< GM >::generateEnergyTL1 ( )

inlineprotected

Definition at line 393 of file mrflib.hxx.

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§ generateEnergyTL2()

template<class GM >

void opengm::external::MRFLIB< GM >::generateEnergyTL2 ( )

inlineprotected

Definition at line 426 of file mrflib.hxx.

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§ generateEnergyView()

template<class GM >

void opengm::external::MRFLIB< GM >::generateEnergyView ( )

inlineprotected

Definition at line 374 of file mrflib.hxx.

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§ generateEnergyWeightedTable()

template<class GM >

void opengm::external::MRFLIB< GM >::generateEnergyWeightedTable ( )

inlineprotected

Definition at line 459 of file mrflib.hxx.

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§ generateFirstOrderFactorLookupTable_()

template<class GM >

void opengm::external::MRFLIB< GM >::generateFirstOrderFactorLookupTable_ ( )

inlineprotected

Definition at line 652 of file mrflib.hxx.

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§ generateSecondOrderFactorLookupTables_()

template<class GM >

void opengm::external::MRFLIB< GM >::generateSecondOrderFactorLookupTables_ ( )

inlineprotected

Definition at line 666 of file mrflib.hxx.

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§ getT()

template<class GM >

GM::ValueType opengm::external::MRFLIB< GM >::getT	(	IndexType	factor,
		ValueType	e
	)		const

inlineprotected

Definition at line 765 of file mrflib.hxx.

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§ graphicalModel()

template<class GM >

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

inlinevirtual

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

Definition at line 289 of file mrflib.hxx.

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§ hasSameLabelNumber()

template<class GM >

bool opengm::external::MRFLIB< GM >::hasSameLabelNumber ( ) const

inlineprotected

Definition at line 576 of file mrflib.hxx.

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§ infer() [1/2]

template<class GM >

template<class VISITOR >

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

inline

Definition at line 301 of file mrflib.hxx.

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§ infer() [2/2]

template<class GM >

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

inlinevirtual

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

Definition at line 294 of file mrflib.hxx.

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§ name()

template<class GM >

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

inlinevirtual

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

Definition at line 284 of file mrflib.hxx.

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§ sameEnergyTable()

template<class GM >

bool opengm::external::MRFLIB< GM >::sameEnergyTable ( ) const

inlineprotected

Definition at line 586 of file mrflib.hxx.

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§ sameT()

template<class GM >

bool opengm::external::MRFLIB< GM >::sameT	(	ValueType	T,
		ValueType	e
	)		const

inlineprotected

Definition at line 788 of file mrflib.hxx.

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§ secondOrderFactorTablesAccess()

template<class GM >

mrfLib::MRF::CostVal opengm::external::MRFLIB< GM >::secondOrderFactorTablesAccess	(	int	pix1,
		int	pix2,
		int	i,
		int	j
	)

inlinestaticprotected

Definition at line 920 of file mrflib.hxx.

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§ secondOrderFactorViewAccess()

template<class GM >

mrfLib::MRF::CostVal opengm::external::MRFLIB< GM >::secondOrderFactorViewAccess	(	int	pix1,
		int	pix2,
		int	i,
		int	j
	)

inlinestaticprotected

Definition at line 706 of file mrflib.hxx.

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§ setD()

template<class GM >

void opengm::external::MRFLIB< GM >::setD ( )

inlineprotected

Definition at line 481 of file mrflib.hxx.

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§ setV()

template<class GM >

void opengm::external::MRFLIB< GM >::setV ( )

inlineprotected

Definition at line 501 of file mrflib.hxx.

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§ setWeightedTableWeights()

template<class GM >

void opengm::external::MRFLIB< GM >::setWeightedTableWeights ( )

inlineprotected

Definition at line 519 of file mrflib.hxx.

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§ setWeights()

template<class GM >

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

inlineprotected

Definition at line 802 of file mrflib.hxx.

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§ symmetricEnergyTable()

template<class GM >

bool opengm::external::MRFLIB< GM >::symmetricEnergyTable ( ) const

inlineprotected

Definition at line 628 of file mrflib.hxx.

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§ truncatedAbsoluteDifferenceFactors()

template<class GM >

bool opengm::external::MRFLIB< GM >::truncatedAbsoluteDifferenceFactors ( ) const

inlineprotected

Definition at line 741 of file mrflib.hxx.

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§ truncatedSquaredDifferenceFactors()

template<class GM >

bool opengm::external::MRFLIB< GM >::truncatedSquaredDifferenceFactors ( ) const

inlineprotected

Definition at line 753 of file mrflib.hxx.

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§ value()

template<class GM >

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

inlinevirtual

return the solution (value)

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

Definition at line 369 of file mrflib.hxx.

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§ valueCheck()

template<class GM >

bool opengm::external::MRFLIB< GM >::valueCheck ( ) const

inlineprotected

Definition at line 640 of file mrflib.hxx.

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Member Data Documentation

§ D_

template<class GM>

mrfLib::MRF::CostVal* opengm::external::MRFLIB< GM >::D_

protected

Definition at line 102 of file mrflib.hxx.

§ data_

template<class GM>

mrfLib::DataCost* opengm::external::MRFLIB< GM >::data_

protected

Definition at line 106 of file mrflib.hxx.

§ down_

template<class GM>

const IndexType opengm::external::MRFLIB< GM >::down_ = 1

staticprotected

Definition at line 151 of file mrflib.hxx.

§ energy_

template<class GM>

mrfLib::EnergyFunction* opengm::external::MRFLIB< GM >::energy_

protected

Definition at line 108 of file mrflib.hxx.

§ firstOrderFactorLookupTable_

template<class GM>

std::vector<std::vector<IndexType> > opengm::external::MRFLIB< GM >::firstOrderFactorLookupTable_

protected

Definition at line 126 of file mrflib.hxx.

§ firstOrderFactorValues

template<class GM>

std::vector<mrfLib::MRF::CostVal> opengm::external::MRFLIB< GM >::firstOrderFactorValues

protected

Definition at line 148 of file mrflib.hxx.

§ gm_

template<class GM>

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

protected

Definition at line 95 of file mrflib.hxx.

§ grid_

template<class GM>

marray::Matrix<size_t> opengm::external::MRFLIB< GM >::grid_

protected

Definition at line 99 of file mrflib.hxx.

§ hCue_

template<class GM>

mrfLib::MRF::CostVal* opengm::external::MRFLIB< GM >::hCue_

protected

Definition at line 104 of file mrflib.hxx.

§ horizontalSecondOrderFactorLookupTable_

template<class GM>

std::vector<std::vector<IndexType> > opengm::external::MRFLIB< GM >::horizontalSecondOrderFactorLookupTable_

protected

Definition at line 127 of file mrflib.hxx.

§ mrf_

template<class GM>

mrfLib::MRF* opengm::external::MRFLIB< GM >::mrf_

protected

Definition at line 101 of file mrflib.hxx.

§ mySelfTables_

template<class GM>

MRFLIB< GM > * opengm::external::MRFLIB< GM >::mySelfTables_ = NULL

staticprotected

Definition at line 147 of file mrflib.hxx.

§ mySelfView_

template<class GM>

MRFLIB< GM > * opengm::external::MRFLIB< GM >::mySelfView_ = NULL

staticprotected

Definition at line 125 of file mrflib.hxx.

§ numLabels_

template<class GM>

IndexType opengm::external::MRFLIB< GM >::numLabels_

protected

Definition at line 98 of file mrflib.hxx.

§ OPENGM_GM_TYPE_TYPEDEFS

template<class GM>

opengm::external::MRFLIB< GM >::OPENGM_GM_TYPE_TYPEDEFS

Definition at line 40 of file mrflib.hxx.

§ parameter_

template<class GM>

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

protected

Definition at line 100 of file mrflib.hxx.

§ right_

template<class GM>

const IndexType opengm::external::MRFLIB< GM >::right_ = 0

staticprotected

Definition at line 150 of file mrflib.hxx.

§ secondOrderFactorValues

template<class GM>

std::vector<mrfLib::MRF::CostVal> opengm::external::MRFLIB< GM >::secondOrderFactorValues

protected

Definition at line 149 of file mrflib.hxx.

§ sizeX_

template<class GM>

IndexType opengm::external::MRFLIB< GM >::sizeX_

protected

Definition at line 96 of file mrflib.hxx.

§ sizeY_

template<class GM>

IndexType opengm::external::MRFLIB< GM >::sizeY_

protected

Definition at line 97 of file mrflib.hxx.

§ smooth_

template<class GM>

mrfLib::SmoothnessCost* opengm::external::MRFLIB< GM >::smooth_

protected

Definition at line 107 of file mrflib.hxx.

§ V_

template<class GM>

mrfLib::MRF::CostVal* opengm::external::MRFLIB< GM >::V_

protected

Definition at line 103 of file mrflib.hxx.

§ vCue_

template<class GM>

mrfLib::MRF::CostVal* opengm::external::MRFLIB< GM >::vCue_

protected

Definition at line 105 of file mrflib.hxx.

§ verticalSecondOrderFactorLookupTable_

template<class GM>

std::vector<std::vector<IndexType> > opengm::external::MRFLIB< GM >::verticalSecondOrderFactorLookupTable_

protected

Definition at line 128 of file mrflib.hxx.

Classes

Public Types

Public Member Functions

Public Attributes

Protected Member Functions

Static Protected Member Functions

Protected Attributes

Static Protected Attributes

Detailed Description

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

Member Typedef Documentation

§ AccumulationType

§ EmptyVisitorType

§ GraphicalModelType

§ TimingVisitorType

§ VariableIndex

§ VerboseVisitorType

Constructor & Destructor Documentation

§ MRFLIB()

§ ~MRFLIB()

Member Function Documentation

§ arg()

§ bound()

§ copyFactorValues()

§ equalWeights()

§ firstOrderFactorTablesAccess()

§ firstOrderFactorViewAccess()

§ generateEnergyTables()

§ generateEnergyTL1()

§ generateEnergyTL2()

§ generateEnergyView()

§ generateEnergyWeightedTable()

§ generateFirstOrderFactorLookupTable_()

§ generateSecondOrderFactorLookupTables_()

§ getT()

§ graphicalModel()

§ hasSameLabelNumber()

§ infer() [1/2]

§ infer() [2/2]

§ name()

§ sameEnergyTable()

§ sameT()

§ secondOrderFactorTablesAccess()

§ secondOrderFactorViewAccess()

§ setD()

§ setV()

§ setWeightedTableWeights()

§ setWeights()

§ symmetricEnergyTable()

§ truncatedAbsoluteDifferenceFactors()

§ truncatedSquaredDifferenceFactors()

§ value()

§ valueCheck()

Member Data Documentation

§ D_

§ data_

§ down_

§ energy_

§ firstOrderFactorLookupTable_

§ firstOrderFactorValues

§ gm_

§ grid_

§ hCue_

§ horizontalSecondOrderFactorLookupTable_

§ mrf_

§ mySelfTables_

§ mySelfView_

§ numLabels_

§ OPENGM_GM_TYPE_TYPEDEFS

§ parameter_

§ right_

§ secondOrderFactorValues

§ sizeX_

§ sizeY_

§ smooth_

§ V_

§ vCue_

§ verticalSecondOrderFactorLookupTable_

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