HOG Class Reference

List of all members.

Public Member Functions
	HOG ()
	Constructor.
virtual	~HOG ()
	Destructor.
ImageSet< float >	getFeatures (const Image< PixRGB< byte > > &img, int numBins)
	Compute HOG features on an RGB image.
void	getMaxGradient (const Image< PixRGB< byte > > &img, Image< float > &mag, Image< float > &ori, int numOrientations=-1)
ImageSet< float >	getOriHistogram (const Image< float > &mag, const Image< float > &ori, int numOrientations, int numBins)
ImageSet< double >	computeFeatures (const ImageSet< float > &hist)
Image< double >	getHistogramEnergy (const ImageSet< float > &hist)
Image< PixRGB< byte > >	getHistogramImage (const ImageSet< float > &hist, const int binSize=20)

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Detailed Description

Definition at line 74 of file HOG.H.

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Constructor & Destructor Documentation

HOG::HOG

(

)

Constructor.

Definition at line 52 of file HOG.C.

HOG::~HOG

(

)

[virtual]

Destructor.

Definition at line 56 of file HOG.C.

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Member Function Documentation

ImageSet< float > HOG::getFeatures	(	const Image< PixRGB< byte > > &	img,
		int	numBins
	)

Compute HOG features on an RGB image.

Definition at line 60 of file HOG.C.

References getMaxGradient().

void HOG::getMaxGradient	(	const Image< PixRGB< byte > > &	img,
		Image< float > &	mag,
		Image< float > &	ori,
		int	numOrientations = -1
	)

Compute the gradient on a color img by taking the max gradient If numOrientations > 0 then snap to the best orientation

Definition at line 307 of file HOG.C.

References Image< T >::beginw(), PixRGB< T >::blue(), Image< T >::getHeight(), Image< T >::getWidth(), PixRGB< T >::green(), PixRGB< T >::red(), Image< T >::resize(), and sqrt().

Referenced by getFeatures().

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

• src/Features/HOG.H
• src/Features/HOG.C