#include <subspace_analysis_fuerte.h>

Inheritance diagram for SubspaceAnalysis::XFaces:

Public Member Functions
void	classify (cv::Mat &coeff_arr, Classifier method, int &class_index)
void	getModel (cv::Mat &out_eigenvectors, cv::Mat &out_eigenvalues, cv::Mat &out_avg, cv::Mat &out_proj_model_data)
bool	loadModel (cv::Mat &eigenvec_arr, cv::Mat &eigenval_arr, cv::Mat &proj_model, cv::Mat &avg_arr, std::vector< int > &label_vec, bool use_unknown_thresh)
bool	loadModelFromFile (std::string path, bool use_unknown_thresh)
void	projectToSubspace (cv::Mat &probe_mat, cv::Mat &coeff_arr, double &DFFS)
void	releaseModel ()
void	retrieve (std::vector< cv::Mat > &out_eigenvectors, cv::Mat &out_eigenvalues, cv::Mat &out_avg, cv::Mat &out_proj_model_data)
void	retrieve (std::vector< cv::Mat > &out_eigenvectors, cv::Mat &out_eigenvalues, cv::Mat &out_avg, cv::Mat &out_proj_model_data, cv::Size output_dim)
bool	saveModel (std::string path)
bool	verifyClassification (cv::Mat &sample, int &index)
	XFaces ()
virtual	~XFaces ()
Public Attributes
bool	trained
Protected Member Functions
void	calc_threshold (cv::Mat &data, double &thresh)
void	calc_threshold (cv::Mat &data, std::vector< cv::Mat > &thresh)
void	calcDataMat (std::vector< cv::Mat > &input_data, cv::Mat &data_mat)
void	calcDFFS (cv::Mat &orig_mat, cv::Mat &recon_mat, cv::Mat &avg, std::vector< double > &DFFS)
void	calcDIFS (cv::Mat &probe_mat, int &minDIFSindex, double &minDIFS, cv::Mat &minDIFScoeffs)
void	mat2arr (cv::Mat &src_mat, cv::Mat &dst_mat)
void	project (cv::Mat &src_mat, cv::Mat &proj_mat, cv::Mat &avg_mat, cv::Mat &coeff_mat)
void	reconstruct (cv::Mat &coeffs, cv::Mat &proj_mat, cv::Mat &avg, cv::Mat &rec_im)
Protected Attributes
cv::Mat	avg_arr_
cv::Mat	class_centers_
cv::Mat	eigenvalue_arr_
cv::Mat	eigenvector_arr_
CvKNearest	knn_
bool	knn_trained_
cv::Mat	model_data_arr_
cv::Mat	model_label_arr_
int	num_classes_
cv::Mat	proj_model_data_arr_
CvRTrees	rf_
bool	rf_trained_
int	ss_dim_
CvSVM	svm_
bool	svm_trained_
double	thresh_
std::vector< cv::Mat >	thresholds_
std::vector< int >	unique_labels_
bool	use_unknown_thresh_

Detailed Description

Definition at line 67 of file subspace_analysis_fuerte.h.

Constructor & Destructor Documentation

SubspaceAnalysis::XFaces::XFaces ( ) [inline]

Definition at line 70 of file subspace_analysis_fuerte.h.

virtual SubspaceAnalysis::XFaces::~XFaces ( ) [inline, virtual]

Definition at line 76 of file subspace_analysis_fuerte.h.

Member Function Documentation

void SubspaceAnalysis::XFaces::calc_threshold	(	cv::Mat &	data,
		double &	thresh
	)		`[protected]`

Definition at line 335 of file subspace_analysis_fuerte.cpp.

void SubspaceAnalysis::XFaces::calc_threshold	(	cv::Mat &	data,
		std::vector< cv::Mat > &	thresh
	)		`[protected]`

Definition at line 307 of file subspace_analysis_fuerte.cpp.

void SubspaceAnalysis::XFaces::calcDataMat	(	std::vector< cv::Mat > &	input_data,
		cv::Mat &	data_mat
	)		`[protected]`

Definition at line 159 of file subspace_analysis_fuerte.cpp.

void SubspaceAnalysis::XFaces::calcDFFS	(	cv::Mat &	orig_mat,
		cv::Mat &	recon_mat,
		cv::Mat &	avg,
		std::vector< double > &	DFFS
	)		`[protected]`

Definition at line 110 of file subspace_analysis_fuerte.cpp.

void SubspaceAnalysis::XFaces::calcDIFS	(	cv::Mat &	probe_mat,
		int &	minDIFSindex,
		double &	minDIFS,
		cv::Mat &	minDIFScoeffs
	)		`[protected]`

Definition at line 504 of file subspace_analysis_fuerte.cpp.

void SubspaceAnalysis::XFaces::classify	(	cv::Mat &	coeff_arr,
		Classifier	method,
		int &	class_index
	)

Definition at line 379 of file subspace_analysis_fuerte.cpp.

void SubspaceAnalysis::XFaces::getModel	(	cv::Mat &	out_eigenvectors,
		cv::Mat &	out_eigenvalues,
		cv::Mat &	out_avg,
		cv::Mat &	out_proj_model_data
	)

Definition at line 240 of file subspace_analysis_fuerte.cpp.

bool SubspaceAnalysis::XFaces::loadModel	(	cv::Mat &	eigenvec_arr,
		cv::Mat &	eigenval_arr,
		cv::Mat &	proj_model,
		cv::Mat &	avg_arr,
		std::vector< int > &	label_vec,
		bool	use_unknown_thresh
	)

Definition at line 849 of file subspace_analysis_fuerte.cpp.

bool SubspaceAnalysis::XFaces::loadModelFromFile	(	std::string	path,
		bool	use_unknown_thresh
	)

Definition at line 806 of file subspace_analysis_fuerte.cpp.

void SubspaceAnalysis::XFaces::mat2arr	(	cv::Mat &	src_mat,
		cv::Mat &	dst_mat
	)		`[protected]`

Definition at line 126 of file subspace_analysis_fuerte.cpp.

void SubspaceAnalysis::XFaces::project	(	cv::Mat &	src_mat,
		cv::Mat &	proj_mat,
		cv::Mat &	avg_mat,
		cv::Mat &	coeff_mat
	)		`[protected]`

Definition at line 133 of file subspace_analysis_fuerte.cpp.

void SubspaceAnalysis::XFaces::projectToSubspace	(	cv::Mat &	probe_mat,
		cv::Mat &	coeff_arr,
		double &	DFFS
	)

Definition at line 268 of file subspace_analysis_fuerte.cpp.

void SubspaceAnalysis::XFaces::reconstruct	(	cv::Mat &	coeffs,
		cv::Mat &	proj_mat,
		cv::Mat &	avg,
		cv::Mat &	rec_im
	)		`[protected]`

Definition at line 149 of file subspace_analysis_fuerte.cpp.

void SubspaceAnalysis::XFaces::releaseModel ( )

Definition at line 525 of file subspace_analysis_fuerte.cpp.

void SubspaceAnalysis::XFaces::retrieve	(	std::vector< cv::Mat > &	out_eigenvectors,
		cv::Mat &	out_eigenvalues,
		cv::Mat &	out_avg,
		cv::Mat &	out_proj_model_data
	)

Definition at line 220 of file subspace_analysis_fuerte.cpp.

void SubspaceAnalysis::XFaces::retrieve	(	std::vector< cv::Mat > &	out_eigenvectors,
		cv::Mat &	out_eigenvalues,
		cv::Mat &	out_avg,
		cv::Mat &	out_proj_model_data,
		cv::Size	output_dim
	)