alvar::FernImageDetector Class Reference

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

#include <FernImageDetector.h>

List of all members.

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

alvar::FernImageDetector::FernImageDetector

(

const bool

visualize = false

)

Definition at line 176 of file FernImageDetector.cpp.

alvar::FernImageDetector::~FernImageDetector

(

)

Definition at line 194 of file FernImageDetector.cpp.

---

Member Function Documentation

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

Examples:

SampleMarkerlessDetector.cpp.

Definition at line 286 of file FernImageDetector.cpp.

cv::Mat alvar::FernImageDetector::homography

(

)

Definition at line 232 of file FernImageDetector.cpp.

void alvar::FernImageDetector::imagePoints

(

vector< CvPoint2D64f > &

points

)

Examples:

SampleMarkerlessDetector.cpp.

Definition at line 198 of file FernImageDetector.cpp.

double alvar::FernImageDetector::inlierRatio

(

)

Examples:

SampleMarkerlessDetector.cpp.

Definition at line 237 of file FernImageDetector.cpp.

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

Examples:

SampleMarkerlessDetector.cpp.

Definition at line 206 of file FernImageDetector.cpp.

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

Examples:

SampleMarkerlessDetector.cpp.

Definition at line 389 of file FernImageDetector.cpp.

cv::Size alvar::FernImageDetector::size

(

void

)

Definition at line 227 of file FernImageDetector.cpp.

void alvar::FernImageDetector::train

(

const std::string &

filename

)

Examples:

SampleMarkerlessCreator.cpp.

Definition at line 242 of file FernImageDetector.cpp.

void alvar::FernImageDetector::train

(

Mat &

image

)

Definition at line 248 of file FernImageDetector.cpp.

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

std::vector<FernClassifierWrapper> alvar::FernImageDetector::mClassifier [private]

Definition at line 100 of file FernImageDetector.h.

cv::Mat alvar::FernImageDetector::mCorrespondences [private]

Definition at line 109 of file FernImageDetector.h.

cv::Mat alvar::FernImageDetector::mHomography [private]

Definition at line 110 of file FernImageDetector.h.

vector<cv::Point2f> alvar::FernImageDetector::mImagePoints [private]

Definition at line 103 of file FernImageDetector.h.

double alvar::FernImageDetector::mInlierRatio [private]

Definition at line 111 of file FernImageDetector.h.

vector<KeyPoint> alvar::FernImageDetector::mKeyPoints [private]

Definition at line 102 of file FernImageDetector.h.

LDetector alvar::FernImageDetector::mLDetector [private]

Definition at line 99 of file FernImageDetector.h.

vector<cv::Point2f> alvar::FernImageDetector::mModelPoints [private]

Definition at line 104 of file FernImageDetector.h.

std::vector<Mat> alvar::FernImageDetector::mObjects [private]

Definition at line 107 of file FernImageDetector.h.

PatchGenerator alvar::FernImageDetector::mPatchGenerator [private]

Definition at line 98 of file FernImageDetector.h.

cv::Size alvar::FernImageDetector::mSize [private]

Definition at line 108 of file FernImageDetector.h.

bool alvar::FernImageDetector::mVisualize [private]

Definition at line 106 of file FernImageDetector.h.

---

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

• FernImageDetector.h
• FernImageDetector.cpp