opengm::ICM< GM, ACC > Class Template Reference
[Inference Algorithms]

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 >:

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

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List of all members.

Classes
class	Parameter
Public Types
enum	MoveType { SINGLE_VARIABLE = 0, FACTOR = 1 }
typedef ACC	AccumulationType
typedef GM	GraphicalModelType
typedef Movemaker < GraphicalModelType >	MovemakerType
typedef VerboseVisitor< ICM < GM, ACC > >	VerboseVisitorType
typedef EmptyVisitor< ICM< GM, ACC > >	EmptyVisitorType
typedef TimingVisitor< ICM< GM, ACC > >	TimingVisitorType
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
virtual InferenceTermination	arg (std::vector< LabelType > &, const size_t=1) const
	output a solution
size_t	currentMoveType () const
Public Attributes
	OPENGM_GM_TYPE_TYPEDEFS

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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.

Examples:

inference_types.cxx, and quick_start.cxx.

Definition at line 21 of file icm.hxx.

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Member Typedef Documentation

template<class GM, class ACC>

typedef ACC opengm::ICM< GM, ACC >::AccumulationType

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

Definition at line 28 of file icm.hxx.

template<class GM, class ACC>

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

Definition at line 33 of file icm.hxx.

template<class GM, class ACC>

typedef GM opengm::ICM< GM, ACC >::GraphicalModelType

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

Definition at line 29 of file icm.hxx.

template<class GM, class ACC>

typedef Movemaker<GraphicalModelType> opengm::ICM< GM, ACC >::MovemakerType

Definition at line 31 of file icm.hxx.

template<class GM, class ACC>

typedef TimingVisitor<ICM<GM,ACC> > opengm::ICM< GM, ACC >::TimingVisitorType

Definition at line 34 of file icm.hxx.

template<class GM, class ACC>

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

Definition at line 32 of file icm.hxx.

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Member Enumeration Documentation

template<class GM, class ACC>

enum opengm::ICM::MoveType

Enumerator:

SINGLE_VARIABLE
FACTOR

Definition at line 24 of file icm.hxx.

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Constructor & Destructor Documentation

template<class GM , class ACC >

opengm::ICM< GM, ACC >::ICM

(

const GraphicalModelType &

gm

)

[inline]

Definition at line 93 of file icm.hxx.

template<class GM , class ACC >

opengm::ICM< GM, ACC >::ICM	(	const GraphicalModelType &	gm,
		const Parameter &	parameter
	)			[inline]

Definition at line 104 of file icm.hxx.

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Member Function Documentation

template<class GM , class ACC >

InferenceTermination opengm::ICM< GM, ACC >::arg	(	std::vector< LabelType > &	arg,
		const size_t	argIndex = 1
	)			const [inline, virtual]

output a solution

Parameters:

[out]	arg	labeling
	argIndex	solution index (0=best, 1=second best, etc.)

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

Definition at line 248 of file icm.hxx.

template<class GM , class ACC >

size_t opengm::ICM< GM, ACC >::currentMoveType

(

)

const [inline]

Definition at line 86 of file icm.hxx.

template<class GM , class ACC >

const ICM< GM, ACC >::GraphicalModelType & opengm::ICM< GM, ACC >::graphicalModel

(

)

const [inline, virtual]

Implements opengm::Inference< GM, ACC >.

Definition at line 154 of file icm.hxx.

template<class GM , class ACC >

template<class VisitorType >

InferenceTermination opengm::ICM< GM, ACC >::infer

(

VisitorType &

visitor

)

[inline]

Definition at line 171 of file icm.hxx.

template<class GM , class ACC >

InferenceTermination opengm::ICM< GM, ACC >::infer

(

)

[inline, virtual]

Implements opengm::Inference< GM, ACC >.

Definition at line 161 of file icm.hxx.

template<class GM , class ACC >

std::string opengm::ICM< GM, ACC >::name

(

)

const [inline, virtual]

Implements opengm::Inference< GM, ACC >.

Definition at line 147 of file icm.hxx.

template<class GM , class ACC >

void opengm::ICM< GM, ACC >::reset

(

)

[inline]

Definition at line 123 of file icm.hxx.

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template<class GM, class ACC>

void opengm::ICM< GM, ACC >::setStartingPoint

(

typename std::vector< LabelType >::const_iterator

begin

)

[virtual]

set initial labeling

Parameters:

begin

iterator to the beginning of a sequence of labels

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

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Member Data Documentation

template<class GM, class ACC>

opengm::ICM< GM, ACC >::OPENGM_GM_TYPE_TYPEDEFS

Definition at line 30 of file icm.hxx.