alvar::FernImageDetector Class Reference

Image detector based on a Fern classifier. More...

#include <FernImageDetector.h>

Public Member Functions
	FernImageDetector (const bool visualize=false)
void	findFeatures (Mat &image, bool planeAssumption=true)
cv::Mat	homography ()
void	imagePoints (vector< CvPoint2D64f > &points)
double	inlierRatio ()
void	modelPoints (vector< CvPoint3D64f > &points, bool normalize=true)
bool	read (const std::string &filename, const bool binary=true)
cv::Size	size ()
void	train (const std::string &filename)
void	train (Mat &image)
bool	write (const std::string &filename, const bool binary=true)
	~FernImageDetector ()

Private Attributes
std::vector< FernClassifierWrapper >	mClassifier
cv::Mat	mCorrespondences
cv::Mat	mHomography
vector< cv::Point2f >	mImagePoints
double	mInlierRatio
vector< KeyPoint >	mKeyPoints
LDetector	mLDetector
vector< cv::Point2f >	mModelPoints
std::vector< Mat >	mObjects
PatchGenerator	mPatchGenerator
cv::Size	mSize
bool	mVisualize

Detailed Description

Image detector based on a Fern classifier.

Examples:

SampleMarkerlessCreator.cpp, and SampleMarkerlessDetector.cpp.

Definition at line 77 of file FernImageDetector.h.

Constructor & Destructor Documentation

FernImageDetector()

alvar::FernImageDetector::FernImageDetector

(

const bool

visualize = false

)

Definition at line 176 of file FernImageDetector.cpp.

~FernImageDetector()

alvar::FernImageDetector::~FernImageDetector

(

)

Definition at line 194 of file FernImageDetector.cpp.

Member Function Documentation

findFeatures()

void alvar::FernImageDetector::findFeatures	(	Mat &	image,
		bool	planeAssumption = true
	)

Examples:

SampleMarkerlessDetector.cpp.

Definition at line 286 of file FernImageDetector.cpp.

homography()

cv::Mat alvar::FernImageDetector::homography

(

)

Definition at line 232 of file FernImageDetector.cpp.

imagePoints()

void alvar::FernImageDetector::imagePoints

(

vector< CvPoint2D64f > &

points

)

Examples:

SampleMarkerlessDetector.cpp.

Definition at line 198 of file FernImageDetector.cpp.

inlierRatio()

double alvar::FernImageDetector::inlierRatio

(

)

Examples:

SampleMarkerlessDetector.cpp.

Definition at line 237 of file FernImageDetector.cpp.

modelPoints()

void alvar::FernImageDetector::modelPoints	(	vector< CvPoint3D64f > &	points,
		bool	normalize = true
	)

Examples:

SampleMarkerlessDetector.cpp.

Definition at line 206 of file FernImageDetector.cpp.

read()

bool alvar::FernImageDetector::read	(	const std::string &	filename,
		const bool	binary = true
	)

Examples:

SampleMarkerlessDetector.cpp.

Definition at line 389 of file FernImageDetector.cpp.

size()

cv::Size alvar::FernImageDetector::size

(

)

Definition at line 227 of file FernImageDetector.cpp.

train() [1/2]

void alvar::FernImageDetector::train

(

const std::string &

filename

)

Examples:

SampleMarkerlessCreator.cpp.

Definition at line 242 of file FernImageDetector.cpp.

train() [2/2]

void alvar::FernImageDetector::train

(

Mat &

image

)

Definition at line 248 of file FernImageDetector.cpp.

write()

bool alvar::FernImageDetector::write	(	const std::string &	filename,
		const bool	binary = true
	)

Examples:

SampleMarkerlessCreator.cpp.

Definition at line 461 of file FernImageDetector.cpp.

Member Data Documentation

mClassifier

std::vector<FernClassifierWrapper> alvar::FernImageDetector::mClassifier

private

Definition at line 100 of file FernImageDetector.h.

mCorrespondences

cv::Mat alvar::FernImageDetector::mCorrespondences

private

Definition at line 109 of file FernImageDetector.h.

mHomography

cv::Mat alvar::FernImageDetector::mHomography

private

Definition at line 110 of file FernImageDetector.h.

mImagePoints

vector<cv::Point2f> alvar::FernImageDetector::mImagePoints

private

Definition at line 103 of file FernImageDetector.h.

mInlierRatio

double alvar::FernImageDetector::mInlierRatio

private

Definition at line 111 of file FernImageDetector.h.

mKeyPoints

vector<KeyPoint> alvar::FernImageDetector::mKeyPoints

private

Definition at line 102 of file FernImageDetector.h.

mLDetector

LDetector alvar::FernImageDetector::mLDetector

private

Definition at line 99 of file FernImageDetector.h.

mModelPoints

vector<cv::Point2f> alvar::FernImageDetector::mModelPoints

private

Definition at line 104 of file FernImageDetector.h.

mObjects

std::vector<Mat> alvar::FernImageDetector::mObjects

private

Definition at line 107 of file FernImageDetector.h.

mPatchGenerator

PatchGenerator alvar::FernImageDetector::mPatchGenerator

private

Definition at line 98 of file FernImageDetector.h.

mSize

cv::Size alvar::FernImageDetector::mSize

private

Definition at line 108 of file FernImageDetector.h.

mVisualize

bool alvar::FernImageDetector::mVisualize

private

Definition at line 106 of file FernImageDetector.h.

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

• FernImageDetector.h
• FernImageDetector.cpp