Graph Operator classes. Used to compute OPF. May use Knn, LSH, etc. More...

#include <GraphAdjacency.hpp>

Collaboration diagram for Bial::GraphAdjacency< DERIVED >:

Public Member Functions
virtual	~GraphAdjacency ()
	Virutal destructor. More...

template<class D >
void	Initialize (const Feature< D > &feature, const Sample &sample, float scl_min, float scl_max)
	Initializes the object. More...

virtual size_t	Scales () const =0
	Returns the number of different scales. More...

virtual double	Sigma (size_t scl) const =0
	Returns sigma value, that is, the variance of the gaussian of the nodes PDF. More...

virtual size_t	Arcs (size_t src, size_t scl) const =0
	Returns the number of adjacents to src with scale scl. More...

virtual size_t	Arc (size_t src, size_t adj) const =0
	Returns the 'adj'-th adjacent index from src. More...

virtual double	ArcWeight (size_t src, size_t adj) const =0
	Returns the weight of arc from src to its 'arc'-th adjacent. More...

virtual bool	ValidNeighbor (size_t src, size_t scl, double distance) const =0
	Verifies if distance lays inside src region of influence. More...

Static Public Member Functions
static size_t	MaxSamples ()
	Returns the maximum number of samples of the derived class. More...

Detailed Description

template<class DERIVED>
class Bial::GraphAdjacency< DERIVED >

Graph Operator classes. Used to compute OPF. May use Knn, LSH, etc.

Definition at line 22 of file GraphAdjacency.hpp.

Constructor & Destructor Documentation

template<class DERIVED>

virtual Bial::GraphAdjacency< DERIVED >::~GraphAdjacency ( )

inlinevirtual

Virutal destructor.

Date: 2014/Oct/23

Parameters

none.

Returns: none.

Warning: none.

Definition at line 44 of file GraphAdjacency.hpp.

Member Function Documentation

template<class DERIVED>

virtual size_t Bial::GraphAdjacency< DERIVED >::Arc	(	size_t	src,
		size_t	adj
	)		const

pure virtual

Returns the 'adj'-th adjacent index from src.

Date: 2014/Nov/26

Parameters

src	sample index.
adj	Number of adjacent element.

Returns: The 'adj'-th adjacent index from src.

Warning: none.

Implemented in Bial::LSHGraphAdjacency, and Bial::KnnGraphAdjacency.

template<class DERIVED>

virtual size_t Bial::GraphAdjacency< DERIVED >::Arcs	(	size_t	src,
		size_t	scl
	)		const

pure virtual

Returns the number of adjacents to src with scale scl.

Date: 2014/Nov/26

Parameters

src	sample index.
scl	Number of scale element.

Returns: Number of arcs within the given scale to the source element.

Warning: none.

Implemented in Bial::LSHGraphAdjacency, and Bial::KnnGraphAdjacency.

template<class DERIVED>

virtual double Bial::GraphAdjacency< DERIVED >::ArcWeight	(	size_t	src,
		size_t	adj
	)		const

pure virtual

Returns the weight of arc from src to its 'arc'-th adjacent.

Date: 2014/Nov/26

Parameters

src	sample index.
adj	Number of adjacent element.

Returns: Weight of arc from src to its 'arc'-th adjacent.

Warning: none.

Implemented in Bial::LSHGraphAdjacency, and Bial::KnnGraphAdjacency.

template<class DERIVED>

template<class D >

void Bial::GraphAdjacency< DERIVED >::Initialize	(	const Feature< D > &	feature,
		const Sample &	sample,
		float	scl_min,
		float	scl_max
	)

inline

Initializes the object.

Date: 2012/Oct/09

Parameters

feature	feature vector containing only the subsamples.
sample	sample vector.
scl_min,scl_max	minimum and maximum scale fractions utilized for clustering. (0.0 - 1.0)

Returns: none.

Warning: none.

Definition at line 57 of file GraphAdjacency.hpp.

template<class DERIVED>

static size_t Bial::GraphAdjacency< DERIVED >::MaxSamples ( )

inlinestatic

Returns the maximum number of samples of the derived class.

Date: 2014/Nov/14

Parameters

none.

Returns: Maximum number of samples.

Warning: none.

Definition at line 33 of file GraphAdjacency.hpp.

template<class DERIVED>

virtual size_t Bial::GraphAdjacency< DERIVED >::Scales ( ) const

pure virtual

Returns the number of different scales.

Date: 2014/Nov/14

Parameters

none.

Returns: The number of different scales.

Warning: none.

Implemented in Bial::LSHGraphAdjacency, and Bial::KnnGraphAdjacency.

template<class DERIVED>

virtual double Bial::GraphAdjacency< DERIVED >::Sigma ( size_t scl ) const

pure virtual

Returns sigma value, that is, the variance of the gaussian of the nodes PDF.

Date: 2014/Nov/26

Parameters

scl	Number of scale element.

Returns: Sigma value.

Warning: none.

Implemented in Bial::LSHGraphAdjacency, and Bial::KnnGraphAdjacency.

template<class DERIVED>

virtual bool Bial::GraphAdjacency< DERIVED >::ValidNeighbor	(	size_t	src,
		size_t	scl,
		double	distance
	)		const

pure virtual

Verifies if distance lays inside src region of influence.

Date: 2014/Nov/26

Parameters

src	sample index.
scl	Number of scale element.
weight	Weight to be checked.

Returns: True if distance lays inside src region of influence.

Warning: none.

Implemented in Bial::LSHGraphAdjacency, and Bial::KnnGraphAdjacency.

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

bial/inc/GraphAdjacency.hpp

Public Member Functions

Static Public Member Functions

Detailed Description

template<class DERIVED> class Bial::GraphAdjacency< DERIVED >

Constructor & Destructor Documentation

Member Function Documentation

template<class DERIVED>
class Bial::GraphAdjacency< DERIVED >