Public Member Functions | Protected Attributes | Private Member Functions | List of all members
HOGFeatureDescriptor Class Reference

#include <histogram_of_oriented_gradients.h>

Inheritance diagram for HOGFeatureDescriptor:
Inheritance graph
[legend]

Public Member Functions

virtual cv::Mat computeHOG (const cv::Mat &)
 
 HOGFeatureDescriptor (const int=8, const int=2, const int=9, const float=180.0f)
 

Protected Attributes

int ANGLE
 
int BINS_ANGLE
 
int BLOCK
 
int CELL
 
int N_BINS
 

Private Member Functions

virtual void bilinearBinVoting (const float &, int &, int &)
 
virtual cv::Mat blockGradient (const int, const int, cv::Mat &)
 
template<typename T >
T computeHOGHistogramDistances (const cv::Mat &, std::vector< cv::Mat > &, const int=CV_COMP_BHATTACHARYYA)
 
virtual void getHOG (const cv::Mat &, cv::Mat &, cv::Mat &)
 
virtual void imageGradient (const cv::Mat &, cv::Mat &)
 

Detailed Description

Definition at line 16 of file histogram_of_oriented_gradients.h.

Constructor & Destructor Documentation

HOGFeatureDescriptor::HOGFeatureDescriptor ( const int  cell_size = 8,
const int  block_per_cell = 2,
const int  n_bins = 9,
const float  angle = 180.0f 
)

Definition at line 4 of file histogram_of_oriented_gradients.cpp.

Member Function Documentation

void HOGFeatureDescriptor::bilinearBinVoting ( const float angle,
int &  lower_index,
int &  higher_index 
)
privatevirtual

Definition at line 14 of file histogram_of_oriented_gradients.cpp.

cv::Mat HOGFeatureDescriptor::blockGradient ( const int  col,
const int  row,
cv::Mat &  bins 
)
privatevirtual

Definition at line 77 of file histogram_of_oriented_gradients.cpp.

cv::Mat HOGFeatureDescriptor::computeHOG ( const cv::Mat &  img)
virtual

Definition at line 107 of file histogram_of_oriented_gradients.cpp.

template<typename T >
T HOGFeatureDescriptor::computeHOGHistogramDistances ( const cv::Mat &  patch,
std::vector< cv::Mat > &  imageHOG,
const int  distance_type = CV_COMP_BHATTACHARYYA 
)
private

Definition at line 122 of file histogram_of_oriented_gradients.cpp.

void HOGFeatureDescriptor::getHOG ( const cv::Mat &  image,
cv::Mat &  bins,
cv::Mat &  featureMD 
)
privatevirtual

Definition at line 92 of file histogram_of_oriented_gradients.cpp.

void HOGFeatureDescriptor::imageGradient ( const cv::Mat &  image,
cv::Mat &  hog_bins 
)
privatevirtual

Definition at line 36 of file histogram_of_oriented_gradients.cpp.

Member Data Documentation

int HOGFeatureDescriptor::ANGLE
protected

Definition at line 21 of file histogram_of_oriented_gradients.h.

int HOGFeatureDescriptor::BINS_ANGLE
protected

Definition at line 22 of file histogram_of_oriented_gradients.h.

int HOGFeatureDescriptor::BLOCK
protected

Definition at line 24 of file histogram_of_oriented_gradients.h.

int HOGFeatureDescriptor::CELL
protected

Definition at line 23 of file histogram_of_oriented_gradients.h.

int HOGFeatureDescriptor::N_BINS
protected

Definition at line 20 of file histogram_of_oriented_gradients.h.


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


jsk_perception
Author(s): Manabu Saito, Ryohei Ueda
autogenerated on Mon May 3 2021 03:03:27