#include <DGtal/geometry/curves/estimation/LambdaMST3D.h>

Inheritance diagram for DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >:

Public Types
typedef TSegmentation	Segmentation
	Tangential cover algorithm. More...

typedef TSegmentation::SegmentComputer	SegmentComputer
	Curve segmentation algorithm. More...

typedef SegmentComputer::ConstIterator	ConstIterator
	Type of iterator, at least readable and forward. More...

typedef Functor::Value	Value
	Type returned by model of CLMSTTangentFrom2DSS. More...

typedef TSpace::RealVector	RealVector
	Type of 3d real vector. More...

typedef TSpace::Point	Point
	Type of 3d real point. More...

Public Member Functions
	BOOST_CONCEPT_ASSERT ((concepts::CSpace< TSpace >))

	BOOST_STATIC_ASSERT ((TSpace::dimension==3))

	BOOST_CONCEPT_ASSERT ((concepts::CLMSTTangentFromDSS< Functor >))

	BOOST_CONCEPT_ASSERT ((concepts::CLMSTDSSFilter< DSSFilter >))

	BOOST_CONCEPT_ASSERT ((concepts::CForwardSegmentComputer< typename TSegmentation::SegmentComputer >))

	LambdaMST3DEstimator ()
	Default constructor. More...

void	init (ConstIterator itb, ConstIterator ite)

void	attach (Alias< TSegmentation > segmentComputer)

bool	isValid () const

RealVector	eval (const Point &p)

template<typename OutputIterator >
OutputIterator	eval (ConstIterator itb, ConstIterator ite, OutputIterator result)

DSSFilter &	getDSSFilter ()

Protected Types
typedef std::vector< SegmentComputer >::const_iterator	OrphanDSSIterator

Protected Member Functions
template<typename OutputIterator >
void	accumulate (std::multimap< Point, Value > &outValues, ConstIterator itb, ConstIterator ite, OutputIterator &result)
	Accumulate partial results obtained for each point. In 3D it can happen that DSSs' direction vectors over same point are opposite. To avoid this problem we measure angle between segments' direction vectors and if this angle is bigger than \(\pi/2\), then one of the vectors is reversed. Finally, tangent direction is estimated and stored. More...

Value	treatOrphan (OrphanDSSIterator begin, OrphanDSSIterator end, const Point &p)
	Use the DSS filter defined conditions to ensure estimation over not covered points - orphans. More...

template<typename DSSesIterator , typename OrphanIterator >
void	treatOrphans (DSSesIterator begin, DSSesIterator end, OrphanIterator obegin, OrphanIterator oend, std::multimap< Point, Value > &outValues)

Private Attributes
ConstIterator	myBegin

ConstIterator	myEnd

TSegmentation *	dssSegments

Functor	myFunctor

DSSFilter	myDSSFilter

Detailed Description

template<typename TSpace, typename TSegmentation, typename Functor, typename DSSFilter>
class DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >

Aim: Implement 3D Lambda MST tangent estimators. This class is a model of CCurveLocalGeometricEstimator.

Template Parameters

TSpace	model of CSpace
TSegmentation	tangential cover obtained by a segmentation of a 2D digital curve by maximal straight segments
Functor	model of CLMSTTangentFrom2DSS
DSSFilter	a functor used for filtering out DSSes which do not fullfil a given condition e.g., they are too short

Definition at line 62 of file LambdaMST3D.h.

Member Typedef Documentation

◆ ConstIterator

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

typedef SegmentComputer::ConstIterator DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::ConstIterator

Type of iterator, at least readable and forward.

Definition at line 78 of file LambdaMST3D.h.

◆ OrphanDSSIterator

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

typedef std::vector<SegmentComputer>::const_iterator DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::OrphanDSSIterator

protected

Definition at line 140 of file LambdaMST3D.h.

◆ Point

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

typedef TSpace::Point DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::Point

Type of 3d real point.

Definition at line 84 of file LambdaMST3D.h.

◆ RealVector

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

typedef TSpace::RealVector DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::RealVector

Type of 3d real vector.

Definition at line 82 of file LambdaMST3D.h.

◆ Segmentation

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

typedef TSegmentation DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::Segmentation

Tangential cover algorithm.

Definition at line 74 of file LambdaMST3D.h.

◆ SegmentComputer

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

typedef TSegmentation::SegmentComputer DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::SegmentComputer

Curve segmentation algorithm.

Definition at line 76 of file LambdaMST3D.h.

◆ Value

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

typedef Functor::Value DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::Value

Type returned by model of CLMSTTangentFrom2DSS.

Definition at line 80 of file LambdaMST3D.h.

Constructor & Destructor Documentation

◆ LambdaMST3DEstimator()

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::LambdaMST3DEstimator ( )

Default constructor.

Member Function Documentation

◆ accumulate()

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

template<typename OutputIterator >

void DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::accumulate	(	std::multimap< Point, Value > &	outValues,
		ConstIterator	itb,
		ConstIterator	ite,
		OutputIterator &	result
	)

protected

Accumulate partial results obtained for each point. In 3D it can happen that DSSs' direction vectors over same point are opposite. To avoid this problem we measure angle between segments' direction vectors and if this angle is bigger than \(\pi/2\), then one of the vectors is reversed. Finally, tangent direction is estimated and stored.

Template Parameters

OutputIterator writable iterator.

Parameters

outValues	partial results for each point
itb	begin iterator
ite	end iterator
result	writable iterator over a container which stores estimated tangent directions.

◆ attach()

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

void DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::attach ( Alias< TSegmentation > segmentComputer )

Parameters

segmentComputer - DSS segmentation algorithm

Examples: geometry/curves/estimation/exampleLMST3D.cpp.

Referenced by main().

◆ BOOST_CONCEPT_ASSERT() [1/4]

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::BOOST_CONCEPT_ASSERT ( (concepts::CForwardSegmentComputer< typename TSegmentation::SegmentComputer >) )

◆ BOOST_CONCEPT_ASSERT() [2/4]

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::BOOST_CONCEPT_ASSERT ( (concepts::CLMSTDSSFilter< DSSFilter >) )

◆ BOOST_CONCEPT_ASSERT() [3/4]

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::BOOST_CONCEPT_ASSERT ( (concepts::CLMSTTangentFromDSS< Functor >) )

◆ BOOST_CONCEPT_ASSERT() [4/4]

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::BOOST_CONCEPT_ASSERT ( (concepts::CSpace< TSpace >) )

◆ BOOST_STATIC_ASSERT()

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::BOOST_STATIC_ASSERT ( (TSpace::dimension==3) )

◆ eval() [1/2]

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

RealVector DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::eval ( const Point & p )

For ranges of points the second version of this method is faster than iterating over this version.

NOTE THAT ONLY THIS VERSION ALLOWS FOR DSS FILTRATION!

Parameters

p	a point of the underlying curve

Returns: tangent direction

Examples: geometry/curves/estimation/exampleLMST3D.cpp.

Referenced by main().

◆ eval() [2/2]

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

template<typename OutputIterator >

OutputIterator DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::eval	(	ConstIterator	itb,
		ConstIterator	ite,
		OutputIterator	result
	)

Template Parameters

OutputIterator writable iterator. More efficient way to compute tangent directions for all points of a curve.

Parameters

itb	begin iterator
ite	end iterator
result	writable iterator over a container which stores estimated tangent directions.

◆ getDSSFilter()

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

DSSFilter & DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::getDSSFilter ( )

Returns: the internal dss filter

Examples: geometry/curves/estimation/exampleLMST3D.cpp.

Referenced by main().

◆ init()

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

void DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::init	(	ConstIterator	itb,
		ConstIterator	ite
	)

Initialization.

Parameters

itb	begin iterator
ite	end iterator

Examples: geometry/curves/estimation/exampleLMST3D.cpp.

Referenced by main().

◆ isValid()

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

bool DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::isValid ( ) const

Checks the validity/consistency of the object.

Returns: 'true' if the object is valid, 'false' otherwise.

◆ treatOrphan()

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

Value DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::treatOrphan	(	OrphanDSSIterator	begin,
		OrphanDSSIterator	end,
		const Point &	p
	)

protected

Use the DSS filter defined conditions to ensure estimation over not covered points - orphans.

Parameters

begin	begin iterator
end	end iterator
p	a point of the underlying curve

Returns: estimated tangent

◆ treatOrphans()

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

template<typename DSSesIterator , typename OrphanIterator >

void DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::treatOrphans	(	DSSesIterator	begin,
		DSSesIterator	end,
		OrphanIterator	obegin,
		OrphanIterator	oend,
		std::multimap< Point, Value > &	outValues
	)

protected

Field Documentation

◆ dssSegments

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

TSegmentation* DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::dssSegments

private

Pointer to a curve segmentation algorithm.

Definition at line 186 of file LambdaMST3D.h.

◆ myBegin

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

ConstIterator DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::myBegin

private

Iterator which corresponds to the beginning of a valid range - [myBegin, myEnd)

Definition at line 178 of file LambdaMST3D.h.

◆ myDSSFilter

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

DSSFilter DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::myDSSFilter

private

Definition at line 194 of file LambdaMST3D.h.

◆ myEnd

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

ConstIterator DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::myEnd

private

Iterator which corresponds to the end of a valid range - [myBegin, myEnd)

Definition at line 182 of file LambdaMST3D.h.

◆ myFunctor

template<typename TSpace , typename TSegmentation , typename Functor , typename DSSFilter >

Functor DGtal::LambdaMST3DEstimator< TSpace, TSegmentation, Functor, DSSFilter >::myFunctor

private

Functor which takes: reference to digital straight segment - DSS, position of given point in DSS and length of DSS and returns DSS's direction and the eccentricity of the point in the DSS.

Definition at line 192 of file LambdaMST3D.h.

The documentation for this class was generated from the following file:

LambdaMST3D.h

Public Types

Public Member Functions

Protected Types

Protected Member Functions

Private Attributes

Detailed Description

Member Typedef Documentation

◆ ConstIterator

◆ OrphanDSSIterator

◆ Point

◆ RealVector

◆ Segmentation

◆ SegmentComputer

◆ Value

Constructor & Destructor Documentation

◆ LambdaMST3DEstimator()

Member Function Documentation

◆ accumulate()

◆ attach()

◆ BOOST_CONCEPT_ASSERT() [1/4]

◆ BOOST_CONCEPT_ASSERT() [2/4]

◆ BOOST_CONCEPT_ASSERT() [3/4]

◆ BOOST_CONCEPT_ASSERT() [4/4]

◆ BOOST_STATIC_ASSERT()

◆ eval() [1/2]

◆ eval() [2/2]

◆ getDSSFilter()

◆ init()

◆ isValid()

◆ treatOrphan()

◆ treatOrphans()

Field Documentation

◆ dssSegments

◆ myBegin

◆ myDSSFilter

◆ myEnd

◆ myFunctor