cv::LDA Class Reference

#include <contrib.hpp>

Public Member Functions
	LDA (int num_components=0)
	LDA (const Mat &src, vector< int > labels, int num_components=0)
	LDA (InputArrayOfArrays src, InputArray labels, int num_components=0)
void	save (const string &filename) const
void	load (const string &filename)
void	save (FileStorage &fs) const
void	load (const FileStorage &node)
	~LDA ()
void	compute (InputArrayOfArrays src, InputArray labels)
Mat	project (InputArray src)
Mat	reconstruct (InputArray src)
Mat	eigenvectors () const
Mat	eigenvalues () const

Protected Member Functions
void	lda (InputArrayOfArrays src, InputArray labels)

Protected Attributes
bool	_dataAsRow
int	_num_components
Mat	_eigenvectors
Mat	_eigenvalues

Constructor & Destructor Documentation

LDA() [1/3]

cv::LDA::LDA ( int  num_components = 0 )

inline

LDA() [2/3]

cv::LDA::LDA ( const Mat &  src, vector< int >  labels, int  num_components = 0  )

inline

compute eigenvectors and eigenvalues

LDA() [3/3]

cv::LDA::LDA ( InputArrayOfArrays  src, InputArray  labels, int  num_components = 0  )

inline

compute eigenvectors and eigenvalues

~LDA()

cv::LDA::~LDA ( )

inline

Member Function Documentation

compute()

void cv::LDA::compute	(	InputArrayOfArrays	src,
		InputArray	labels
	)

Compute the discriminants for data in src (row aligned) and labels.

eigenvalues()

Mat cv::LDA::eigenvalues ( ) const

inline

eigenvectors()

Mat cv::LDA::eigenvectors ( ) const

inline

lda()

void cv::LDA::lda ( InputArrayOfArrays  src, InputArray  labels  )

protected

load() [1/2]

void cv::LDA::load

(

const string &

filename

)

load() [2/2]

void cv::LDA::load

(

const FileStorage &

node

)

project()

Mat cv::LDA::project

(

InputArray

src

)

Projects samples into the LDA subspace. src may be one or more row aligned samples.

reconstruct()

Mat cv::LDA::reconstruct

(

InputArray

src

)

Reconstructs projections from the LDA subspace. src may be one or more row aligned projections.

save() [1/2]

void cv::LDA::save

(

const string &

filename

)

const

save() [2/2]

void cv::LDA::save

(

FileStorage &

fs

)

const

Member Data Documentation

_dataAsRow

bool cv::LDA::_dataAsRow

protected

_eigenvalues

Mat cv::LDA::_eigenvalues

protected

_eigenvectors

Mat cv::LDA::_eigenvectors

protected

_num_components

int cv::LDA::_num_components

protected

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

• contrib.hpp