Public Member Functions | Public Attributes | Protected Member Functions | Protected Attributes
SubspaceAnalysis::XFaces Class Reference

#include <subspace_analysis_fuerte.h>

Inheritance diagram for SubspaceAnalysis::XFaces:
Inheritance graph
[legend]

List of all members.

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 69 of file subspace_analysis_fuerte.h.


Constructor & Destructor Documentation

Definition at line 72 of file subspace_analysis_fuerte.h.

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

Definition at line 78 of file subspace_analysis_fuerte.h.


Member Function Documentation

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

Definition at line 337 of file subspace_analysis_fuerte.cpp.

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

Definition at line 309 of file subspace_analysis_fuerte.cpp.

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

Definition at line 161 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 112 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 506 of file subspace_analysis_fuerte.cpp.

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

Definition at line 381 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 242 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 851 of file subspace_analysis_fuerte.cpp.

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

Definition at line 808 of file subspace_analysis_fuerte.cpp.

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

Definition at line 128 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 135 of file subspace_analysis_fuerte.cpp.

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

Definition at line 270 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 151 of file subspace_analysis_fuerte.cpp.

Definition at line 527 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 222 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 
)

Definition at line 250 of file subspace_analysis_fuerte.cpp.

bool SubspaceAnalysis::XFaces::saveModel ( std::string  path)

Definition at line 770 of file subspace_analysis_fuerte.cpp.

bool SubspaceAnalysis::XFaces::verifyClassification ( cv::Mat &  sample,
int &  index 
)

Definition at line 546 of file subspace_analysis_fuerte.cpp.


Member Data Documentation

Definition at line 110 of file subspace_analysis_fuerte.h.

Definition at line 121 of file subspace_analysis_fuerte.h.

Definition at line 109 of file subspace_analysis_fuerte.h.

Definition at line 108 of file subspace_analysis_fuerte.h.

CvKNearest SubspaceAnalysis::XFaces::knn_ [protected]

Definition at line 127 of file subspace_analysis_fuerte.h.

Definition at line 128 of file subspace_analysis_fuerte.h.

Definition at line 111 of file subspace_analysis_fuerte.h.

Definition at line 113 of file subspace_analysis_fuerte.h.

Definition at line 115 of file subspace_analysis_fuerte.h.

Definition at line 112 of file subspace_analysis_fuerte.h.

CvRTrees SubspaceAnalysis::XFaces::rf_ [protected]

Definition at line 130 of file subspace_analysis_fuerte.h.

Definition at line 131 of file subspace_analysis_fuerte.h.

Definition at line 107 of file subspace_analysis_fuerte.h.

CvSVM SubspaceAnalysis::XFaces::svm_ [protected]

Definition at line 124 of file subspace_analysis_fuerte.h.

Definition at line 125 of file subspace_analysis_fuerte.h.

Definition at line 120 of file subspace_analysis_fuerte.h.

std::vector<cv::Mat> SubspaceAnalysis::XFaces::thresholds_ [protected]

Definition at line 118 of file subspace_analysis_fuerte.h.

Definition at line 94 of file subspace_analysis_fuerte.h.

std::vector<int> SubspaceAnalysis::XFaces::unique_labels_ [protected]

Definition at line 116 of file subspace_analysis_fuerte.h.

Definition at line 119 of file subspace_analysis_fuerte.h.


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


cob_people_detection
Author(s): Richard Bormann , Thomas Zwölfer
autogenerated on Fri Aug 28 2015 10:24:13