Variance feature extraction class. More...

#include <Variance.h>

Inheritance diagram for DirectGraphicalModels::fex::CVariance:

Collaboration diagram for DirectGraphicalModels::fex::CVariance:

Public Member Functions
	CVariance (const Mat &img)
	Constructor. More...

virtual	~CVariance (void)

virtual Mat	get (void) const
	Extracts and returns the required feature. More...

Public Member Functions inherited from DirectGraphicalModels::fex::ILocalFeatureExtractor
	ILocalFeatureExtractor (const Mat &img)
	Constructor. More...

virtual	~ILocalFeatureExtractor (void)

Public Member Functions inherited from DirectGraphicalModels::fex::IFeatureExtractor
	IFeatureExtractor (const Mat &img)
	Constructor. More...

virtual	~IFeatureExtractor (void)

Static Public Member Functions
static Mat	get (const Mat &img, SqNeighbourhood nbhd=sqNeighbourhood(5))
	Extracts the variance feature. More...

Additional Inherited Members
Protected Attributes inherited from DirectGraphicalModels::fex::IFeatureExtractor
const Mat	m_img
	Container for the image, from which the features are to be extracted. More...

Detailed Description

Variance feature extraction class.

Author: Sergey G. Kosov, serge.nosp@m.y.ko.nosp@m.sov@p.nosp@m.roje.nosp@m.ct-10.nosp@m..de

Definition at line 15 of file Variance.h.

Constructor & Destructor Documentation

◆ CVariance()

DirectGraphicalModels::fex::CVariance::CVariance ( const Mat & img )

inline

Constructor.

Parameters

img	Input image of type CV_8UC1 or CV_8UC3.

Definition at line 22 of file Variance.h.

◆ ~CVariance()

virtual DirectGraphicalModels::fex::CVariance::~CVariance ( void )

inlinevirtual

Definition at line 23 of file Variance.h.

Member Function Documentation

◆ get() [1/2]

virtual Mat DirectGraphicalModels::fex::CVariance::get ( void ) const

inlinevirtual

Extracts and returns the required feature.

Returns: The feature image.

Implements DirectGraphicalModels::fex::ILocalFeatureExtractor.

Definition at line 25 of file Variance.h.

Here is the caller graph for this function:

◆ get() [2/2]

Mat DirectGraphicalModels::fex::CVariance::get	(	const Mat &	img,
		SqNeighbourhood	nbhd = `sqNeighbourhood(5)`
	)

static

Extracts the variance feature.

For each pixel of the source image this function calculates the variance within the pixel's neighbourhood nbhd.

Parameters

img	Input image of type CV_8UC1 or CV_8UC3.
nbhd	Neighborhood around the pixel, where the variance is estimated. (Ref. SqNeighbourhood).

Returns: The variance feature image of type CV_8UC1.

Definition at line 6 of file Variance.cpp.

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

D:/Projects/DGM/modules/FEX/Variance.h
D:/Projects/DGM/modules/FEX/Variance.cpp

Public Member Functions

Static Public Member Functions