#include <visp3/tt_mi/vpTemplateTrackerMIESM.h>

Inheritance diagram for vpTemplateTrackerMIESM:

Public Types
enum	vpHessienApproximationType { HESSIAN_NONSECOND = -1, HESSIAN_0, HESSIAN_d2I, HESSIAN_YOUCEF, HESSIAN_EXACT, HESSIAN_NEW }

enum	vpHessienType { USE_HESSIEN_NORMAL, USE_HESSIEN_DESIRE, USE_HESSIEN_BEST_COND }

enum	vpBsplineType { BSPLINE_THIRD_ORDER = 3, BSPLINE_FOURTH_ORDER = 4 }

Public Member Functions
	vpTemplateTrackerMIESM ()

	vpTemplateTrackerMIESM (vpTemplateTrackerWarp *_warp)

void	setMinimizationMethod (vpMinimizationTypeMIESM method)

vpMatrix	getCovarianceMatrix () const

double	getMI () const

double	getMI (const vpImage< unsigned char > &I, int &nc, const int &bspline, vpColVector &tp)

double	getMI256 (const vpImage< unsigned char > &I, const vpColVector &tp)

double	getNMI () const

void	setApprocHessian (vpHessienApproximationType approx)

void	setCovarianceComputation (const bool &flag)

void	setHessianComputation (vpHessienType type)

void	setBspline (const vpBsplineType &newbs)

void	setLambda (double _l)

void	setNc (int newNc)

void	display (const vpImage< unsigned char > &I, const vpColor &col=vpColor::green, const unsigned int thickness=3)

void	display (const vpImage< vpRGBa > &I, const vpColor &col=vpColor::green, const unsigned int thickness=3)

bool	getDiverge () const

vpColVector	getdp ()

vpColVector	getG () const

vpMatrix	getH () const

unsigned int	getNbParam () const

unsigned int	getNbIteration () const

vpColVector	getp () const

double	getRatioPixelIn () const

vpTemplateTrackerWarp *	getWarp () const

vpTemplateTrackerZone	getZoneRef () const

void	initClick (const vpImage< unsigned char > &I, bool delaunay=false)

void	initFromPoints (const vpImage< unsigned char > &I, const std::vector< vpImagePoint > &v_ip, bool delaunay=false)

void	initFromZone (const vpImage< unsigned char > &I, const vpTemplateTrackerZone &zone)

void	resetTracker ()

void	setBlur (bool b)

void	setCostFunctionVerification (bool b)

void	setGain (double g)

void	setGaussianFilterSize (unsigned int new_taill)

void	setHDes (vpMatrix &tH)

void	setIterationMax (const unsigned int &n)

void	setNbIterBrent (const unsigned int &b)

void	setp (const vpColVector &tp)

void	setPyramidal (unsigned int nlevels=2, unsigned int level_to_stop=1)

void	setSampling (int sample_i, int sample_j)

void	setThresholdGradient (double threshold)

void	setUseBrent (bool b)

void	track (const vpImage< unsigned char > &I)

void	trackRobust (const vpImage< unsigned char > &I)

Protected Member Functions
void	initCompInverse ()

void	initHessienDesired (const vpImage< unsigned char > &I)

void	trackNoPyr (const vpImage< unsigned char > &I)

void	computeGradient ()

void	computeHessien (vpMatrix &H)

void	computeHessienNormalized (vpMatrix &H)

void	computeMI (double &MI)

void	computeProba (int &nbpoint)

double	getCost (const vpImage< unsigned char > &I, const vpColVector &tp)

double	getCost (const vpImage< unsigned char > &I)

double	getNormalizedCost (const vpImage< unsigned char > &I, const vpColVector &tp)

double	getNormalizedCost (const vpImage< unsigned char > &I)

void	zeroProbabilities ()

void	computeOptimalBrentGain (const vpImage< unsigned char > &I, vpColVector &tp, double tMI, vpColVector &direction, double &alpha)

void	getGaussianBluredImage (const vpImage< unsigned char > &I)

virtual void	initHessienDesiredPyr (const vpImage< unsigned char > &I)

virtual void	initPyramidal (unsigned int nbLvl, unsigned int l0)

void	initTracking (const vpImage< unsigned char > &I, vpTemplateTrackerZone &zone)

virtual void	initTrackingPyr (const vpImage< unsigned char > &I, vpTemplateTrackerZone &zone)

virtual void	trackPyr (const vpImage< unsigned char > &I)

Protected Attributes
vpMinimizationTypeMIESM	minimizationMethod

bool	CompoInitialised

vpMatrix	HDirect

vpMatrix	HInverse

vpMatrix	HdesireDirect

vpMatrix	HdesireInverse

vpColVector	GDirect

vpColVector	GInverse

vpHessienType	hessianComputation

vpHessienApproximationType	ApproxHessian

double	lambda

double *	temp

double *	Prt

double *	dPrt

double *	Pt

double *	Pr

double *	d2Prt

double *	PrtTout

double *	dprtemp

double *	PrtD

double *	dPrtD

int	influBspline

int	bspline

int	Nc

int	Ncb

vpImage< double >	d2Ix

vpImage< double >	d2Iy

vpImage< double >	d2Ixy

double	MI_preEstimation

double	MI_postEstimation

double	NMI_preEstimation

double	NMI_postEstimation

vpMatrix	covarianceMatrix

bool	computeCovariance

unsigned int	nbLvlPyr

unsigned int	l0Pyr

bool	pyrInitialised

vpTemplateTrackerPoint *	ptTemplate

vpTemplateTrackerPoint **	ptTemplatePyr

bool	ptTemplateInit

unsigned int	templateSize

unsigned int *	templateSizePyr

bool *	ptTemplateSelect

bool **	ptTemplateSelectPyr

bool	ptTemplateSelectInit

unsigned int	templateSelectSize

vpTemplateTrackerPointCompo *	ptTemplateCompo

vpTemplateTrackerPointCompo **	ptTemplateCompoPyr

vpTemplateTrackerZone *	zoneTracked

vpTemplateTrackerZone *	zoneTrackedPyr

vpImage< unsigned char > *	pyr_IDes

vpMatrix	H

vpMatrix	Hdesire

vpMatrix *	HdesirePyr

vpMatrix	HLM

vpMatrix	HLMdesire

vpMatrix *	HLMdesirePyr

vpMatrix	HLMdesireInverse

vpMatrix *	HLMdesireInversePyr

vpColVector	G

double	gain

double	thresholdGradient

bool	costFunctionVerification

bool	blur

bool	useBrent

unsigned int	nbIterBrent

unsigned int	taillef

double *	fgG

double *	fgdG

double	ratioPixelIn

int	mod_i

int	mod_j

unsigned int	nbParam

double	lambdaDep

unsigned int	iterationMax

unsigned int	iterationGlobale

bool	diverge

unsigned int	nbIteration

bool	useCompositionnal

bool	useInverse

vpTemplateTrackerWarp *	Warp

vpColVector	p

vpColVector	dp

vpColVector	X1

vpColVector	X2

vpMatrix	dW

vpImage< double >	BI

vpImage< double >	dIx

vpImage< double >	dIy

vpTemplateTrackerZone	zoneRef_

Detailed Description

Examples:: templateTracker.cpp.

Definition at line 54 of file vpTemplateTrackerMIESM.h.

Member Enumeration Documentation

◆ vpBsplineType

enum vpTemplateTrackerMI::vpBsplineType

inherited

Hessian computation.

Enumerator
BSPLINE_THIRD_ORDER
BSPLINE_FOURTH_ORDER

Definition at line 70 of file vpTemplateTrackerMI.h.

◆ vpHessienApproximationType

enum vpTemplateTrackerMI::vpHessienApproximationType

inherited

Hessian approximation.

Enumerator
HESSIAN_NONSECOND
HESSIAN_0
HESSIAN_d2I
HESSIAN_YOUCEF
HESSIAN_EXACT
HESSIAN_NEW

Definition at line 57 of file vpTemplateTrackerMI.h.

◆ vpHessienType

enum vpTemplateTrackerMI::vpHessienType

inherited

Hessian computation.

Enumerator
USE_HESSIEN_NORMAL
USE_HESSIEN_DESIRE
USE_HESSIEN_BEST_COND

Definition at line 67 of file vpTemplateTrackerMI.h.

Constructor & Destructor Documentation

◆ vpTemplateTrackerMIESM() [1/2]

vpTemplateTrackerMIESM::vpTemplateTrackerMIESM ( )

inline

Default constructor.

Definition at line 98 of file vpTemplateTrackerMIESM.h.

◆ vpTemplateTrackerMIESM() [2/2]

vpTemplateTrackerMIESM::vpTemplateTrackerMIESM ( vpTemplateTrackerWarp * _warp )

explicit

Definition at line 47 of file vpTemplateTrackerMIESM.cpp.

References vpTemplateTrackerWarp::isESMcompatible(), vpTemplateTracker::useCompositionnal, vpTemplateTracker::useInverse, and vpTemplateTracker::Warp.

Member Function Documentation

◆ computeGradient()

void vpTemplateTrackerMI::computeGradient ( )

protectedinherited

Definition at line 619 of file vpTemplateTrackerMI.cpp.

References vpTemplateTrackerMI::dPrt, vpTemplateTrackerMI::dprtemp, vpTemplateTracker::G, vpTemplateTracker::nbParam, vpTemplateTrackerMI::Ncb, vpTemplateTrackerMI::Prt, and vpTemplateTrackerMI::Pt.

Referenced by vpTemplateTrackerMIForwardCompositional::trackNoPyr(), trackNoPyr(), vpTemplateTrackerMIForwardAdditional::trackNoPyr(), and vpTemplateTrackerMIInverseCompositional::trackNoPyr().

◆ computeHessien()

void vpTemplateTrackerMI::computeHessien ( vpMatrix & H )

protectedinherited

◆ computeHessienNormalized()

void vpTemplateTrackerMI::computeHessienNormalized ( vpMatrix & H )

protectedinherited

Definition at line 515 of file vpTemplateTrackerMI.cpp.

References vpTemplateTrackerMI::d2Prt, vpTemplateTrackerMI::dPrt, vpTemplateTrackerMI::dprtemp, vpTemplateTracker::nbParam, vpTemplateTrackerMI::Ncb, vpTemplateTrackerMI::Pr, vpTemplateTrackerMI::Prt, and vpTemplateTrackerMI::Pt.

Referenced by vpTemplateTrackerMIInverseCompositional::trackNoPyr().

◆ computeMI()

void vpTemplateTrackerMI::computeMI ( double & MI )

protectedinherited

Definition at line 435 of file vpTemplateTrackerMI.cpp.

References vpTemplateTrackerMI::Ncb, vpTemplateTrackerMI::Pr, vpTemplateTrackerMI::Prt, and vpTemplateTrackerMI::Pt.

Referenced by vpTemplateTrackerMIForwardCompositional::initHessienDesired(), initHessienDesired(), vpTemplateTrackerMIForwardAdditional::initHessienDesired(), vpTemplateTrackerMIInverseCompositional::initHessienDesired(), vpTemplateTrackerMIForwardCompositional::trackNoPyr(), trackNoPyr(), vpTemplateTrackerMIForwardAdditional::trackNoPyr(), and vpTemplateTrackerMIInverseCompositional::trackNoPyr().

◆ computeOptimalBrentGain()

void vpTemplateTracker::computeOptimalBrentGain	(	const vpImage< unsigned char > &	I,
		vpColVector &	tp,
		double	tMI,
		vpColVector &	direction,
		double &	alpha
	)

protectedinherited

◆ computeProba()

void vpTemplateTrackerMI::computeProba ( int & nbpoint )

protectedinherited

Definition at line 348 of file vpTemplateTrackerMI.cpp.

References vpTemplateTrackerMI::bspline, vpTemplateTrackerMI::d2Prt, vpTemplateTrackerMI::dPrt, vpTemplateTracker::nbParam, vpTemplateTrackerMI::Nc, vpTemplateTrackerMI::Ncb, vpTrackingException::notEnoughPointError, vpTemplateTrackerMI::Prt, and vpTemplateTrackerMI::PrtTout.

Referenced by vpTemplateTrackerMIForwardCompositional::initHessienDesired(), initHessienDesired(), vpTemplateTrackerMIForwardAdditional::initHessienDesired(), vpTemplateTrackerMIInverseCompositional::initHessienDesired(), vpTemplateTrackerMIForwardCompositional::trackNoPyr(), trackNoPyr(), and vpTemplateTrackerMIForwardAdditional::trackNoPyr().

◆ display() [1/2]

void vpTemplateTracker::display	(	const vpImage< unsigned char > &	I,
		const vpColor &	col = `vpColor::green`,
		const unsigned int	thickness = `3`
	)

inherited

Display the warped reference template in an image.

Parameters

I	Image in which the warped zone has to be displayed.
col	Color used to draw the triangle edges.
thickness	Thickness of the lines.

The following code shows how to use display capabilities:

#include <visp3/tt/vpTemplateTrackerSSDInverseCompositional.h>
#include <visp3/tt/vpTemplateTrackerWarpHomography.h>
int main()
{
  vpImage<unsigned char> I;
  vpTemplateTrackerWarpHomography warp;
  vpTemplateTrackerSSDInverseCompositional tracker(&warp);
  vpTemplateTrackerZone zoneRef, zoneWarped;
  // Display the warped zone
  tracker.display(I, vpColor::red);
  // Display the reference zone
  zoneRef = tracker.getZoneRef();
  zoneRef.display(I, vpColor::green);
  // Display the warped zone
  vpColVector p = tracker.getp();
  warp.warpZone(zoneRef, p, zoneWarped);
  zoneWarped.display(I, vpColor::blue);
}

Examples:: templateTracker.cpp, and tutorial-template-tracker.cpp.

Definition at line 340 of file vpTemplateTracker.cpp.

References vpTemplateTrackerZone::display(), vpImage< Type >::display, vpTemplateTracker::p, vpTemplateTracker::Warp, vpTemplateTrackerWarp::warpZone(), and vpTemplateTracker::zoneTracked.

◆ display() [2/2]

void vpTemplateTracker::display	(	const vpImage< vpRGBa > &	I,
		const vpColor &	col = `vpColor::green`,
		const unsigned int	thickness = `3`
	)

inherited

Display the warped reference template in an image.

Parameters

I	Image in which the warped zone has to be displayed.
col	Color used to draw the triangle edges.
thickness	Thickness of the lines.

The following code shows how to use display capabilities:

#include <visp3/tt/vpTemplateTrackerSSDInverseCompositional.h>
#include <visp3/tt/vpTemplateTrackerWarpHomography.h>
int main()
{
  vpImage<vpRGBa> I;
  vpTemplateTrackerWarpHomography warp;
  vpTemplateTrackerSSDInverseCompositional tracker(&warp);
  vpTemplateTrackerZone zoneRef, zoneWarped;
  // Display the warped zone
  tracker.display(I, vpColor::red);
  // Display the reference zone
  zoneRef = tracker.getZoneRef();
  zoneRef.display(I, vpColor::green);
  // Display the warped zone
  vpColVector p = tracker.getp();
  warp.warpZone(zoneRef, p, zoneWarped);
  zoneWarped.display(I, vpColor::blue);
}

Definition at line 382 of file vpTemplateTracker.cpp.

References vpTemplateTrackerZone::display(), vpImage< Type >::display, vpTemplateTracker::p, vpTemplateTracker::Warp, vpTemplateTrackerWarp::warpZone(), and vpTemplateTracker::zoneTracked.

◆ getCost() [1/2]

double vpTemplateTrackerMI::getCost	(	const vpImage< unsigned char > &	I,
		const vpColVector &	tp
	)

protectedvirtualinherited

Implements vpTemplateTracker.

Definition at line 148 of file vpTemplateTrackerMI.cpp.

Referenced by vpTemplateTrackerMIForwardCompositional::trackNoPyr(), trackNoPyr(), vpTemplateTrackerMIForwardAdditional::trackNoPyr(), and vpTemplateTrackerMIInverseCompositional::trackNoPyr().

◆ getCost() [2/2]

double vpTemplateTrackerMI::getCost ( const vpImage< unsigned char > & I )

inlineprotectedinherited

Definition at line 115 of file vpTemplateTrackerMI.h.

References vpTemplateTrackerMI::getCost().

Referenced by vpTemplateTrackerMI::getCost().

◆ getCovarianceMatrix()

vpMatrix vpTemplateTrackerMI::getCovarianceMatrix ( ) const

inlineinherited

Definition at line 154 of file vpTemplateTrackerMI.h.

◆ getDiverge()

bool vpTemplateTracker::getDiverge ( ) const

inlineinherited

Definition at line 194 of file vpTemplateTracker.h.

◆ getdp()

vpColVector vpTemplateTracker::getdp ( )

inlineinherited

Definition at line 195 of file vpTemplateTracker.h.

◆ getG()

vpColVector vpTemplateTracker::getG ( ) const

inlineinherited

Definition at line 196 of file vpTemplateTracker.h.

◆ getGaussianBluredImage()

void vpTemplateTracker::getGaussianBluredImage ( const vpImage< unsigned char > & I )

inlineprotectedinherited

Definition at line 291 of file vpTemplateTracker.h.

References vpImageFilter::filter().

Referenced by vpTemplateTracker::trackRobust().

◆ getH()

vpMatrix vpTemplateTracker::getH ( ) const

inlineinherited

Definition at line 197 of file vpTemplateTracker.h.

◆ getMI() [1/2]

double vpTemplateTrackerMI::getMI ( ) const

inlineinherited

Definition at line 155 of file vpTemplateTrackerMI.h.

◆ getMI() [2/2]

double vpTemplateTrackerMI::getMI	(	const vpImage< unsigned char > &	I,
		int &	nc,
		const int &	bspline,
		vpColVector &	tp
	)

inherited

Definition at line 663 of file vpTemplateTrackerMI.cpp.

References vpTemplateTracker::blur, vpTemplateTracker::fgG, vpImageFilter::filter(), vpImage< Type >::getHeight(), vpImage< Type >::getValue(), vpImage< Type >::getWidth(), vpTemplateTracker::ptTemplate, vpTemplateTracker::taillef, vpTemplateTracker::templateSize, vpTemplateTrackerPoint::val, vpTemplateTracker::Warp, vpTemplateTrackerWarp::warpX(), vpTemplateTrackerPoint::x, vpTemplateTracker::X1, vpTemplateTracker::X2, and vpTemplateTrackerPoint::y.

◆ getMI256()

double vpTemplateTrackerMI::getMI256	(	const vpImage< unsigned char > &	I,
		const vpColVector &	tp
	)

inherited

Definition at line 780 of file vpTemplateTrackerMI.cpp.

References vpTemplateTracker::blur, vpException::divideByZeroError, vpTemplateTracker::fgG, vpImageFilter::filter(), vpImage< Type >::getHeight(), vpImage< Type >::getValue(), vpImage< Type >::getWidth(), vpTemplateTracker::ptTemplate, vpTemplateTracker::taillef, vpTemplateTracker::templateSize, vpTemplateTracker::Warp, vpTemplateTrackerWarp::warpX(), vpTemplateTrackerPoint::x, vpTemplateTracker::X1, vpTemplateTracker::X2, and vpTemplateTrackerPoint::y.

◆ getNbIteration()

unsigned int vpTemplateTracker::getNbIteration ( ) const

inlineinherited

Definition at line 199 of file vpTemplateTracker.h.

◆ getNbParam()

unsigned int vpTemplateTracker::getNbParam ( ) const

inlineinherited

Definition at line 198 of file vpTemplateTracker.h.

◆ getNMI()

double vpTemplateTrackerMI::getNMI ( ) const

inlineinherited

Definition at line 158 of file vpTemplateTrackerMI.h.

◆ getNormalizedCost() [1/2]

double vpTemplateTrackerMI::getNormalizedCost	(	const vpImage< unsigned char > &	I,
		const vpColVector &	tp
	)

protectedinherited

Definition at line 248 of file vpTemplateTrackerMI.cpp.

References vpTemplateTracker::BI, vpTemplateTracker::blur, vpImage< Type >::getHeight(), vpImage< Type >::getValue(), vpImage< Type >::getWidth(), vpTemplateTracker::ptTemplate, vpTemplateTracker::templateSize, vpTemplateTrackerPoint::val, vpTemplateTracker::Warp, vpTemplateTrackerWarp::warpX(), vpTemplateTrackerPoint::x, vpTemplateTracker::X1, vpTemplateTracker::X2, and vpTemplateTrackerPoint::y.

Referenced by vpTemplateTrackerMIInverseCompositional::trackNoPyr().

◆ getNormalizedCost() [2/2]

double vpTemplateTrackerMI::getNormalizedCost ( const vpImage< unsigned char > & I )

inlineprotectedinherited

Definition at line 117 of file vpTemplateTrackerMI.h.

References vpTemplateTrackerMI::getNormalizedCost(), vpTemplateTracker::initHessienDesired(), and vpTemplateTracker::trackNoPyr().

Referenced by vpTemplateTrackerMI::getNormalizedCost().

◆ getp()

vpColVector vpTemplateTracker::getp ( ) const

inlineinherited

Examples:: templateTracker.cpp, and tutorial-template-tracker.cpp.

Definition at line 200 of file vpTemplateTracker.h.

◆ getRatioPixelIn()

double vpTemplateTracker::getRatioPixelIn ( ) const

inlineinherited

Definition at line 201 of file vpTemplateTracker.h.

◆ getWarp()

vpTemplateTrackerWarp* vpTemplateTracker::getWarp ( ) const

inlineinherited

Returns: The pointer to the warper.

Examples:: templateTracker.cpp.

Definition at line 207 of file vpTemplateTracker.h.

◆ getZoneRef()

vpTemplateTrackerZone vpTemplateTracker::getZoneRef ( ) const

inlineinherited

Return the reference template zone.

Examples:: templateTracker.cpp.

Definition at line 212 of file vpTemplateTracker.h.

◆ initClick()

void vpTemplateTracker::initClick	(	const vpImage< unsigned char > &	I,
		bool	delaunay = `false`
	)

inherited

Select the reference template in image I using mouse click.

Parameters

I Image containing the reference template.

delaunay

Flag used to enable Delaunay triangulation.

If true, from the image points selected by the user, a Delaunay triangulation is performed to initialize the reference template.
- A left click select a image point;
- A right click select the last image point and ends the initialisation stage.
If false, the user select directly points as successive triangle corners. The size of v_ip vector should be a multiple of 3. It is not mandatory that triangles have one edge in common; they can define a discontinued area.
- A left click select a triangle corner;
- A right click select the last triangle corner and ends the initialisation stage. For example, to select the reference template as two triangles, the user has to left click five times and finish the selection on the sixth corner with a right click.

Examples:: templateTracker.cpp, and tutorial-template-tracker.cpp.

Definition at line 670 of file vpTemplateTracker.cpp.

References vpTemplateTrackerZone::initClick(), vpTemplateTracker::initHessienDesired(), vpTemplateTracker::initHessienDesiredPyr(), vpTemplateTracker::initPyramidal(), vpTemplateTracker::initTracking(), vpTemplateTracker::initTrackingPyr(), vpTemplateTracker::l0Pyr, vpTemplateTracker::nbLvlPyr, and vpTemplateTracker::zoneRef_.

◆ initCompInverse()

void vpTemplateTrackerMIESM::initCompInverse ( )

protected

◆ initFromPoints()

void vpTemplateTracker::initFromPoints	(	const vpImage< unsigned char > &	I,
		const std::vector< vpImagePoint > &	v_ip,
		bool	delaunay = `false`
	)

inherited

Initialize the reference template from a vector of points.

Parameters

I	Image containing the reference template.
v_ip	Vector of image points defining the reference template.
delaunay	If true, from the image points defining the reference template enable Delaunay triangulation. If false, the vector of image points define the reference template as a list of triangles. The size of v_ip vector should be a multiple of 3.

Examples:: templateTracker.cpp.

Definition at line 696 of file vpTemplateTracker.cpp.

References vpTemplateTrackerZone::initFromPoints(), vpTemplateTracker::initHessienDesired(), vpTemplateTracker::initHessienDesiredPyr(), vpTemplateTracker::initPyramidal(), vpTemplateTracker::initTracking(), vpTemplateTracker::initTrackingPyr(), vpTemplateTracker::l0Pyr, vpTemplateTracker::nbLvlPyr, and vpTemplateTracker::zoneRef_.

◆ initFromZone()

void vpTemplateTracker::initFromZone	(	const vpImage< unsigned char > &	I,
		const vpTemplateTrackerZone &	zone
	)

inherited

Initialize the reference template from a vector of points.

Parameters

I	Image containing the reference template.
zone	The zone that describes the reference template.

Definition at line 718 of file vpTemplateTracker.cpp.

References vpTemplateTracker::initHessienDesired(), vpTemplateTracker::initHessienDesiredPyr(), vpTemplateTracker::initPyramidal(), vpTemplateTracker::initTracking(), vpTemplateTracker::initTrackingPyr(), vpTemplateTracker::l0Pyr, vpTemplateTracker::nbLvlPyr, and vpTemplateTracker::zoneRef_.

◆ initHessienDesired()

void vpTemplateTrackerMIESM::initHessienDesired ( const vpImage< unsigned char > & I )

protectedvirtual

Implements vpTemplateTrackerMI.

Definition at line 59 of file vpTemplateTrackerMIESM.cpp.

◆ initHessienDesiredPyr()

void vpTemplateTracker::initHessienDesiredPyr ( const vpImage< unsigned char > & I )

protectedvirtualinherited

◆ initPyramidal()

void vpTemplateTracker::initPyramidal	(	unsigned int	nbLvl,
		unsigned int	l0
	)

protectedvirtualinherited

Parameters

nbLvl	: Number of levels in the pyramid.
l0	: Pyramid level where the tracking is stopped. The level with the highest resolution is 0.

Definition at line 587 of file vpTemplateTracker.cpp.

References vpTemplateTracker::HdesirePyr, vpTemplateTracker::HLMdesireInversePyr, vpTemplateTracker::HLMdesirePyr, vpTemplateTracker::l0Pyr, vpTemplateTracker::nbLvlPyr, vpTemplateTracker::ptTemplateCompoPyr, vpTemplateTracker::ptTemplatePyr, vpTemplateTracker::ptTemplateSelectPyr, vpTemplateTracker::pyr_IDes, vpTemplateTracker::pyrInitialised, vpTemplateTracker::templateSizePyr, and vpTemplateTracker::zoneTrackedPyr.

Referenced by vpTemplateTracker::initClick(), vpTemplateTracker::initFromPoints(), and vpTemplateTracker::initFromZone().

◆ initTracking()

void vpTemplateTracker::initTracking	(	const vpImage< unsigned char > &	I,
		vpTemplateTrackerZone &	zone
	)

protectedinherited

Definition at line 80 of file vpTemplateTracker.cpp.

Referenced by vpTemplateTracker::initClick(), vpTemplateTracker::initFromPoints(), vpTemplateTracker::initFromZone(), and vpTemplateTracker::initTrackingPyr().

◆ initTrackingPyr()

void vpTemplateTracker::initTrackingPyr	(	const vpImage< unsigned char > &	I,
		vpTemplateTrackerZone &	zone
	)

protectedvirtualinherited

Definition at line 613 of file vpTemplateTracker.cpp.

References vpTemplateTrackerZone::copy(), vpImageFilter::getGaussPyramidal(), vpTemplateTrackerZone::getPyramidDown(), vpTemplateTracker::initTracking(), vpTemplateTracker::nbLvlPyr, vpTemplateTracker::ptTemplate, vpTemplateTracker::ptTemplatePyr, vpTemplateTracker::ptTemplateSelect, vpTemplateTracker::ptTemplateSelectPyr, vpTemplateTracker::pyr_IDes, vpTemplateTracker::templateSize, vpTemplateTracker::templateSizePyr, vpTemplateTracker::zoneTracked, and vpTemplateTracker::zoneTrackedPyr.

Referenced by vpTemplateTracker::initClick(), vpTemplateTracker::initFromPoints(), and vpTemplateTracker::initFromZone().

◆ resetTracker()

void vpTemplateTracker::resetTracker ( )

inherited

Reset the tracker by freeing the memory allocated by the template tracker during the initialization.

Examples:: templateTracker.cpp.

Definition at line 179 of file vpTemplateTracker.cpp.

Referenced by vpTemplateTracker::~vpTemplateTracker().

◆ setApprocHessian()

void vpTemplateTrackerMI::setApprocHessian ( vpHessienApproximationType approx )

inlineinherited

Definition at line 160 of file vpTemplateTrackerMI.h.

◆ setBlur()

void vpTemplateTracker::setBlur ( bool b )

inlineinherited

Definition at line 220 of file vpTemplateTracker.h.

◆ setBspline()

void vpTemplateTrackerMI::setBspline ( const vpBsplineType & newbs )

inherited

Definition at line 44 of file vpTemplateTrackerMI.cpp.

References vpTemplateTrackerMI::bspline, vpTemplateTrackerMI::d2Prt, vpTemplateTrackerMI::dPrt, vpTemplateTrackerMI::dPrtD, vpTemplateTrackerMI::hessianComputation, vpTemplateTrackerMI::influBspline, vpTemplateTracker::nbParam, vpTemplateTrackerMI::Nc, vpTemplateTrackerMI::Ncb, vpTemplateTrackerMI::Pr, vpTemplateTrackerMI::Prt, vpTemplateTrackerMI::PrtD, vpTemplateTrackerMI::PrtTout, vpTemplateTrackerMI::Pt, and vpTemplateTrackerMI::USE_HESSIEN_DESIRE.

◆ setCostFunctionVerification()

void vpTemplateTracker::setCostFunctionVerification ( bool b )

inlineinherited

Definition at line 221 of file vpTemplateTracker.h.

◆ setCovarianceComputation()

void vpTemplateTrackerMI::setCovarianceComputation ( const bool & flag )

inlineinherited

Definition at line 161 of file vpTemplateTrackerMI.h.

◆ setGain()

void vpTemplateTracker::setGain ( double g )

inlineinherited

Definition at line 222 of file vpTemplateTracker.h.

◆ setGaussianFilterSize()

void vpTemplateTracker::setGaussianFilterSize ( unsigned int new_taill )

inherited

Definition at line 66 of file vpTemplateTracker.cpp.

References vpTemplateTracker::fgdG, vpTemplateTracker::fgG, vpImageFilter::getGaussianDerivativeKernel(), vpImageFilter::getGaussianKernel(), and vpTemplateTracker::taillef.

◆ setHDes()

void vpTemplateTracker::setHDes ( vpMatrix & tH )

inlineinherited

Definition at line 224 of file vpTemplateTracker.h.

References vpMatrix::computeHLM(), and vpMatrix::inverseByLU().

◆ setHessianComputation()

void vpTemplateTrackerMI::setHessianComputation ( vpHessienType type )

inlineinherited

Definition at line 162 of file vpTemplateTrackerMI.h.

◆ setIterationMax()

void vpTemplateTracker::setIterationMax ( const unsigned int & n )

inlineinherited

Set the maximum number of iteration of the estimation scheme.

Parameters

n	: Maximum number of iterations to stop the estimation scheme. A typical value is arround 100.

Examples:: templateTracker.cpp, and tutorial-template-tracker.cpp.

Definition at line 235 of file vpTemplateTracker.h.

◆ setLambda()

void vpTemplateTrackerMI::setLambda ( double _l )

inlineinherited

Definition at line 164 of file vpTemplateTrackerMI.h.

◆ setMinimizationMethod()

void vpTemplateTrackerMIESM::setMinimizationMethod ( vpMinimizationTypeMIESM method )

inline

Definition at line 105 of file vpTemplateTrackerMIESM.h.

◆ setNbIterBrent()

void vpTemplateTracker::setNbIterBrent ( const unsigned int & b )

inlineinherited

Definition at line 241 of file vpTemplateTracker.h.

◆ setNc()

void vpTemplateTrackerMI::setNc ( int newNc )

inherited

Definition at line 116 of file vpTemplateTrackerMI.cpp.

References vpTemplateTrackerMI::bspline, vpTemplateTrackerMI::d2Prt, vpTemplateTrackerMI::dPrt, vpTemplateTrackerMI::dPrtD, vpTemplateTrackerMI::influBspline, vpTemplateTracker::nbParam, vpTemplateTrackerMI::Nc, vpTemplateTrackerMI::Ncb, vpTemplateTrackerMI::Pr, vpTemplateTrackerMI::Prt, vpTemplateTrackerMI::PrtD, vpTemplateTrackerMI::PrtTout, and vpTemplateTrackerMI::Pt.

◆ setp()

void vpTemplateTracker::setp ( const vpColVector & tp )

inlineinherited

Definition at line 242 of file vpTemplateTracker.h.

◆ setPyramidal()

void vpTemplateTracker::setPyramidal	(	unsigned int	nlevels = `2`,
		unsigned int	level_to_stop = `1`
	)

inlineinherited

Set the number of pyramid levels used in the multi-resolution scheme. If nlevels > 1, the tracker uses a pyramidal approach.

Parameters

nlevels	: Number of pyramid levels. Algorithm starts at level nlevels-1.
level_to_stop	: Last level of the pyramid that will be considered. Lowest level is zero.

Examples:: templateTracker.cpp, and tutorial-template-tracker.cpp.

Definition at line 256 of file vpTemplateTracker.h.

◆ setSampling()

void vpTemplateTracker::setSampling	(	int	sample_i,
		int	sample_j
	)

inlineinherited

Set the pixel sampling parameters along the rows and the columns.

Parameters

sample_i	: Sampling factor along the rows. If 1 all the lines are considered. If 2, consider one line over two.
sample_j	: Sampling factor along the columns. If 1 all the columns are considered. If 2, consider one column over two.

Examples:: templateTracker.cpp, and tutorial-template-tracker.cpp.

Definition at line 275 of file vpTemplateTracker.h.

◆ setThresholdGradient()

void vpTemplateTracker::setThresholdGradient ( double threshold )

inlineinherited

Examples:: templateTracker.cpp.

Definition at line 280 of file vpTemplateTracker.h.

◆ setUseBrent()

void vpTemplateTracker::setUseBrent ( bool b )

inlineinherited

By default Brent usage is disabled.

Definition at line 282 of file vpTemplateTracker.h.

◆ track()

void vpTemplateTracker::track ( const vpImage< unsigned char > & I )

inherited

Track the template on image I.

Parameters

I	Image to process.

Examples:: templateTracker.cpp, and tutorial-template-tracker.cpp.

Definition at line 794 of file vpTemplateTracker.cpp.

References vpTemplateTracker::nbLvlPyr, vpTemplateTracker::trackNoPyr(), and vpTemplateTracker::trackPyr().

◆ trackNoPyr()

void vpTemplateTrackerMIESM::trackNoPyr ( const vpImage< unsigned char > & I )

protectedvirtual

Implements vpTemplateTrackerMI.

Definition at line 267 of file vpTemplateTrackerMIESM.cpp.

◆ trackPyr()

void vpTemplateTracker::trackPyr ( const vpImage< unsigned char > & I )

protectedvirtualinherited

Definition at line 802 of file vpTemplateTracker.cpp.

Referenced by vpTemplateTracker::track().

◆ trackRobust()

void vpTemplateTracker::trackRobust ( const vpImage< unsigned char > & I )

inherited

Definition at line 899 of file vpTemplateTracker.cpp.

References vpTemplateTracker::costFunctionVerification, vpTemplateTracker::getCost(), vpTemplateTracker::getGaussianBluredImage(), vpTemplateTracker::p, and vpTemplateTracker::trackNoPyr().

Referenced by vpTemplateTracker::trackPyr().

◆ zeroProbabilities()

void vpTemplateTrackerMI::zeroProbabilities ( )

protectedinherited

Definition at line 645 of file vpTemplateTrackerMI.cpp.

References vpTemplateTrackerMI::d2Prt, vpTemplateTrackerMI::dPrt, vpTemplateTrackerMI::influBspline, vpTemplateTracker::nbParam, vpTemplateTrackerMI::Nc, vpTemplateTrackerMI::Ncb, vpTemplateTrackerMI::Prt, and vpTemplateTrackerMI::PrtTout.

Referenced by vpTemplateTrackerMIForwardCompositional::initHessienDesired(), initHessienDesired(), vpTemplateTrackerMIForwardAdditional::initHessienDesired(), vpTemplateTrackerMIInverseCompositional::initHessienDesired(), vpTemplateTrackerMIForwardCompositional::trackNoPyr(), trackNoPyr(), vpTemplateTrackerMIForwardAdditional::trackNoPyr(), and vpTemplateTrackerMIInverseCompositional::trackNoPyr().

Member Data Documentation

◆ ApproxHessian

vpHessienApproximationType vpTemplateTrackerMI::ApproxHessian

protectedinherited

Definition at line 74 of file vpTemplateTrackerMI.h.

Referenced by vpTemplateTrackerMI::computeHessien(), vpTemplateTrackerMIInverseCompositional::initCompInverse(), initHessienDesired(), vpTemplateTrackerMIForwardAdditional::initHessienDesired(), vpTemplateTrackerMIInverseCompositional::initHessienDesired(), vpTemplateTrackerMIForwardCompositional::trackNoPyr(), trackNoPyr(), vpTemplateTrackerMIForwardAdditional::trackNoPyr(), and vpTemplateTrackerMIInverseCompositional::trackNoPyr().

◆ BI

vpImage<double> vpTemplateTracker::BI

protectedinherited

Definition at line 137 of file vpTemplateTracker.h.

◆ blur

bool vpTemplateTracker::blur

protectedinherited

Definition at line 106 of file vpTemplateTracker.h.

◆ bspline

int vpTemplateTrackerMI::bspline

protectedinherited

Definition at line 90 of file vpTemplateTrackerMI.h.

◆ CompoInitialised

bool vpTemplateTrackerMIESM::CompoInitialised

protected

Definition at line 66 of file vpTemplateTrackerMIESM.h.

Referenced by initCompInverse(), and trackNoPyr().

◆ computeCovariance

bool vpTemplateTrackerMI::computeCovariance

protectedinherited

Definition at line 106 of file vpTemplateTrackerMI.h.

Referenced by vpTemplateTrackerMIInverseCompositional::trackNoPyr().

◆ costFunctionVerification

bool vpTemplateTracker::costFunctionVerification

protectedinherited

Definition at line 105 of file vpTemplateTracker.h.

Referenced by vpTemplateTracker::trackRobust().

◆ covarianceMatrix

vpMatrix vpTemplateTrackerMI::covarianceMatrix

protectedinherited

Definition at line 105 of file vpTemplateTrackerMI.h.

Referenced by vpTemplateTrackerMIInverseCompositional::trackNoPyr().

◆ d2Ix

vpImage<double> vpTemplateTrackerMI::d2Ix

protectedinherited

Definition at line 95 of file vpTemplateTrackerMI.h.

Referenced by vpTemplateTrackerMIInverseCompositional::initCompInverse(), and initHessienDesired().

◆ d2Ixy

vpImage<double> vpTemplateTrackerMI::d2Ixy

protectedinherited

Definition at line 97 of file vpTemplateTrackerMI.h.

Referenced by vpTemplateTrackerMIInverseCompositional::initCompInverse(), and initHessienDesired().

◆ d2Iy

vpImage<double> vpTemplateTrackerMI::d2Iy

protectedinherited

Definition at line 96 of file vpTemplateTrackerMI.h.

Referenced by vpTemplateTrackerMIInverseCompositional::initCompInverse(), and initHessienDesired().

◆ d2Prt

double* vpTemplateTrackerMI::d2Prt

protectedinherited

Definition at line 82 of file vpTemplateTrackerMI.h.

Referenced by vpTemplateTrackerMI::computeHessien(), vpTemplateTrackerMI::computeHessienNormalized(), vpTemplateTrackerMI::computeProba(), vpTemplateTrackerMI::setBspline(), vpTemplateTrackerMI::setNc(), vpTemplateTrackerMIInverseCompositional::trackNoPyr(), vpTemplateTrackerMI::vpTemplateTrackerMI(), vpTemplateTrackerMI::zeroProbabilities(), and vpTemplateTrackerMI::~vpTemplateTrackerMI().

◆ diverge

bool vpTemplateTracker::diverge

protectedinherited

Definition at line 121 of file vpTemplateTracker.h.

Referenced by vpTemplateTrackerMIForwardCompositional::trackNoPyr(), vpTemplateTrackerZNCCInverseCompositional::trackNoPyr(), trackNoPyr(), vpTemplateTrackerMIForwardAdditional::trackNoPyr(), and vpTemplateTrackerMIInverseCompositional::trackNoPyr().

◆ dIx

vpImage<double> vpTemplateTracker::dIx

protectedinherited

Definition at line 138 of file vpTemplateTracker.h.

◆ dIy

vpImage<double> vpTemplateTracker::dIy

protectedinherited

Definition at line 139 of file vpTemplateTracker.h.

◆ dp

vpColVector vpTemplateTracker::dp

protectedinherited

Definition at line 129 of file vpTemplateTracker.h.

◆ dPrt

double* vpTemplateTrackerMI::dPrt

protectedinherited

Definition at line 79 of file vpTemplateTrackerMI.h.

Referenced by vpTemplateTrackerMI::computeGradient(), vpTemplateTrackerMI::computeHessien(), vpTemplateTrackerMI::computeHessienNormalized(), vpTemplateTrackerMI::computeProba(), vpTemplateTrackerMI::setBspline(), vpTemplateTrackerMI::setNc(), vpTemplateTrackerMIInverseCompositional::trackNoPyr(), vpTemplateTrackerMI::vpTemplateTrackerMI(), vpTemplateTrackerMI::zeroProbabilities(), and vpTemplateTrackerMI::~vpTemplateTrackerMI().

◆ dPrtD

double* vpTemplateTrackerMI::dPrtD

protectedinherited

Definition at line 87 of file vpTemplateTrackerMI.h.

Referenced by vpTemplateTrackerMI::setBspline(), vpTemplateTrackerMI::setNc(), vpTemplateTrackerMI::vpTemplateTrackerMI(), and vpTemplateTrackerMI::~vpTemplateTrackerMI().

◆ dprtemp

double* vpTemplateTrackerMI::dprtemp

protectedinherited

Definition at line 84 of file vpTemplateTrackerMI.h.

Referenced by vpTemplateTrackerMI::computeGradient(), vpTemplateTrackerMI::computeHessien(), vpTemplateTrackerMI::computeHessienNormalized(), vpTemplateTrackerMI::vpTemplateTrackerMI(), and vpTemplateTrackerMI::~vpTemplateTrackerMI().

◆ dW

vpMatrix vpTemplateTracker::dW

protectedinherited

Definition at line 135 of file vpTemplateTracker.h.

◆ fgdG

double* vpTemplateTracker::fgdG

protectedinherited

Definition at line 111 of file vpTemplateTracker.h.

◆ fgG

double* vpTemplateTracker::fgG

protectedinherited

Definition at line 110 of file vpTemplateTracker.h.

◆ G

vpColVector vpTemplateTracker::G

protectedinherited

Definition at line 101 of file vpTemplateTracker.h.

◆ gain

double vpTemplateTracker::gain

protectedinherited

Definition at line 103 of file vpTemplateTracker.h.

Referenced by vpTemplateTrackerZNCCForwardAdditional::trackNoPyr(), vpTemplateTrackerSSDForwardCompositional::trackNoPyr(), vpTemplateTrackerMIForwardCompositional::trackNoPyr(), vpTemplateTrackerSSDESM::trackNoPyr(), vpTemplateTrackerSSDForwardAdditional::trackNoPyr(), vpTemplateTrackerSSDInverseCompositional::trackNoPyr(), trackNoPyr(), vpTemplateTrackerMIForwardAdditional::trackNoPyr(), and vpTemplateTrackerMIInverseCompositional::trackNoPyr().

◆ GDirect

vpColVector vpTemplateTrackerMIESM::GDirect

protected

Definition at line 71 of file vpTemplateTrackerMIESM.h.

Referenced by initCompInverse(), and trackNoPyr().

◆ GInverse

vpColVector vpTemplateTrackerMIESM::GInverse

protected

Definition at line 72 of file vpTemplateTrackerMIESM.h.

Referenced by initCompInverse(), and trackNoPyr().

◆ H

vpMatrix vpTemplateTracker::H

protectedinherited

Definition at line 93 of file vpTemplateTracker.h.

◆ Hdesire

vpMatrix vpTemplateTracker::Hdesire

protectedinherited

Definition at line 94 of file vpTemplateTracker.h.

Referenced by vpTemplateTrackerZNCCForwardAdditional::initHessienDesired(), vpTemplateTrackerMIForwardCompositional::initHessienDesired(), vpTemplateTrackerZNCCInverseCompositional::initHessienDesired(), initHessienDesired(), vpTemplateTrackerMIForwardAdditional::initHessienDesired(), vpTemplateTrackerMIInverseCompositional::initHessienDesired(), vpTemplateTracker::initHessienDesiredPyr(), vpTemplateTracker::initTracking(), and vpTemplateTrackerMI::vpTemplateTrackerMI().

◆ HdesireDirect

vpMatrix vpTemplateTrackerMIESM::HdesireDirect

protected

Definition at line 69 of file vpTemplateTrackerMIESM.h.

Referenced by initCompInverse(), and initHessienDesired().

◆ HdesireInverse

vpMatrix vpTemplateTrackerMIESM::HdesireInverse

protected

Definition at line 70 of file vpTemplateTrackerMIESM.h.

Referenced by initCompInverse(), and initHessienDesired().

◆ HdesirePyr

vpMatrix* vpTemplateTracker::HdesirePyr

protectedinherited

Definition at line 95 of file vpTemplateTracker.h.

Referenced by vpTemplateTracker::initHessienDesiredPyr(), vpTemplateTracker::initPyramidal(), vpTemplateTracker::resetTracker(), and vpTemplateTracker::trackPyr().

◆ HDirect

vpMatrix vpTemplateTrackerMIESM::HDirect

protected

Definition at line 67 of file vpTemplateTrackerMIESM.h.

Referenced by initCompInverse(), and trackNoPyr().

◆ hessianComputation

vpHessienType vpTemplateTrackerMI::hessianComputation

protectedinherited

Definition at line 73 of file vpTemplateTrackerMI.h.

Referenced by vpTemplateTrackerMI::setBspline(), vpTemplateTrackerMIForwardCompositional::trackNoPyr(), trackNoPyr(), vpTemplateTrackerMIForwardAdditional::trackNoPyr(), and vpTemplateTrackerMIInverseCompositional::trackNoPyr().

◆ HInverse

vpMatrix vpTemplateTrackerMIESM::HInverse

protected

Definition at line 68 of file vpTemplateTrackerMIESM.h.

Referenced by initCompInverse(), and trackNoPyr().

◆ HLM

vpMatrix vpTemplateTracker::HLM

protectedinherited

Definition at line 96 of file vpTemplateTracker.h.

Referenced by vpTemplateTrackerSSDForwardCompositional::trackNoPyr(), vpTemplateTrackerMIForwardCompositional::trackNoPyr(), vpTemplateTrackerSSDForwardAdditional::trackNoPyr(), trackNoPyr(), vpTemplateTrackerMIForwardAdditional::trackNoPyr(), vpTemplateTrackerMIInverseCompositional::trackNoPyr(), vpTemplateTracker::trackPyr(), vpTemplateTrackerMI::vpTemplateTrackerMI(), vpTemplateTrackerSSD::vpTemplateTrackerSSD(), and vpTemplateTrackerZNCC::vpTemplateTrackerZNCC().

◆ HLMdesire

vpMatrix vpTemplateTracker::HLMdesire

protectedinherited

Definition at line 97 of file vpTemplateTracker.h.

Referenced by vpTemplateTrackerZNCCForwardAdditional::initHessienDesired(), vpTemplateTrackerMIForwardCompositional::initHessienDesired(), vpTemplateTrackerZNCCInverseCompositional::initHessienDesired(), initHessienDesired(), vpTemplateTrackerMIForwardAdditional::initHessienDesired(), vpTemplateTrackerMIInverseCompositional::initHessienDesired(), vpTemplateTracker::initHessienDesiredPyr(), vpTemplateTracker::initTracking(), vpTemplateTrackerMIForwardCompositional::trackNoPyr(), trackNoPyr(), vpTemplateTrackerMIForwardAdditional::trackNoPyr(), vpTemplateTrackerMIInverseCompositional::trackNoPyr(), and vpTemplateTrackerMI::vpTemplateTrackerMI().

◆ HLMdesireInverse

vpMatrix vpTemplateTracker::HLMdesireInverse

protectedinherited

Definition at line 99 of file vpTemplateTracker.h.

Referenced by vpTemplateTrackerZNCCForwardAdditional::initHessienDesired(), vpTemplateTrackerMIForwardCompositional::initHessienDesired(), vpTemplateTrackerZNCCInverseCompositional::initHessienDesired(), initHessienDesired(), vpTemplateTrackerMIForwardAdditional::initHessienDesired(), vpTemplateTrackerMIInverseCompositional::initHessienDesired(), vpTemplateTracker::initHessienDesiredPyr(), vpTemplateTrackerZNCCForwardAdditional::trackNoPyr(), vpTemplateTrackerMIForwardCompositional::trackNoPyr(), vpTemplateTrackerZNCCInverseCompositional::trackNoPyr(), trackNoPyr(), vpTemplateTrackerMIForwardAdditional::trackNoPyr(), vpTemplateTrackerMIInverseCompositional::trackNoPyr(), and vpTemplateTracker::trackPyr().

◆ HLMdesireInversePyr

vpMatrix* vpTemplateTracker::HLMdesireInversePyr

protectedinherited

Definition at line 100 of file vpTemplateTracker.h.

Referenced by vpTemplateTracker::initHessienDesiredPyr(), vpTemplateTracker::initPyramidal(), vpTemplateTracker::resetTracker(), and vpTemplateTracker::trackPyr().

◆ HLMdesirePyr

vpMatrix* vpTemplateTracker::HLMdesirePyr

protectedinherited

Definition at line 98 of file vpTemplateTracker.h.

Referenced by vpTemplateTracker::initHessienDesiredPyr(), vpTemplateTracker::initPyramidal(), vpTemplateTracker::resetTracker(), and vpTemplateTracker::trackPyr().

◆ influBspline

int vpTemplateTrackerMI::influBspline

protectedinherited

Definition at line 88 of file vpTemplateTrackerMI.h.

Referenced by vpTemplateTrackerMI::getCost(), vpTemplateTrackerMI::setBspline(), vpTemplateTrackerMI::setNc(), vpTemplateTrackerMI::vpTemplateTrackerMI(), and vpTemplateTrackerMI::zeroProbabilities().

◆ iterationGlobale

unsigned int vpTemplateTracker::iterationGlobale

protectedinherited

Definition at line 119 of file vpTemplateTracker.h.

Referenced by vpTemplateTrackerSSDForwardAdditional::trackNoPyr(), vpTemplateTrackerMIForwardAdditional::trackNoPyr(), and vpTemplateTrackerMIInverseCompositional::trackNoPyr().

◆ iterationMax

unsigned int vpTemplateTracker::iterationMax

protectedinherited

Definition at line 117 of file vpTemplateTracker.h.

Referenced by vpTemplateTrackerZNCCForwardAdditional::trackNoPyr(), vpTemplateTrackerSSDForwardCompositional::trackNoPyr(), vpTemplateTrackerMIForwardCompositional::trackNoPyr(), vpTemplateTrackerSSDESM::trackNoPyr(), vpTemplateTrackerSSDForwardAdditional::trackNoPyr(), vpTemplateTrackerZNCCInverseCompositional::trackNoPyr(), vpTemplateTrackerSSDInverseCompositional::trackNoPyr(), trackNoPyr(), vpTemplateTrackerMIForwardAdditional::trackNoPyr(), and vpTemplateTrackerMIInverseCompositional::trackNoPyr().

◆ l0Pyr

unsigned int vpTemplateTracker::l0Pyr

protectedinherited

Definition at line 67 of file vpTemplateTracker.h.

Referenced by vpTemplateTracker::initClick(), vpTemplateTracker::initFromPoints(), vpTemplateTracker::initFromZone(), vpTemplateTracker::initPyramidal(), and vpTemplateTracker::trackPyr().

◆ lambda

double vpTemplateTrackerMI::lambda

protectedinherited

Definition at line 75 of file vpTemplateTrackerMI.h.

Referenced by vpTemplateTrackerMIForwardCompositional::initHessienDesired(), initHessienDesired(), vpTemplateTrackerMIForwardAdditional::initHessienDesired(), vpTemplateTrackerMIInverseCompositional::initHessienDesired(), vpTemplateTrackerMIForwardCompositional::trackNoPyr(), trackNoPyr(), vpTemplateTrackerMIForwardAdditional::trackNoPyr(), vpTemplateTrackerMIInverseCompositional::trackNoPyr(), and vpTemplateTrackerMI::vpTemplateTrackerMI().

◆ lambdaDep

double vpTemplateTracker::lambdaDep

protectedinherited

Definition at line 116 of file vpTemplateTracker.h.

◆ MI_postEstimation

double vpTemplateTrackerMI::MI_postEstimation

protectedinherited

Definition at line 100 of file vpTemplateTrackerMI.h.

Referenced by vpTemplateTrackerMIForwardCompositional::trackNoPyr(), trackNoPyr(), vpTemplateTrackerMIForwardAdditional::trackNoPyr(), and vpTemplateTrackerMIInverseCompositional::trackNoPyr().

◆ MI_preEstimation

double vpTemplateTrackerMI::MI_preEstimation

protectedinherited

Definition at line 99 of file vpTemplateTrackerMI.h.

Referenced by vpTemplateTrackerMIForwardCompositional::trackNoPyr(), trackNoPyr(), vpTemplateTrackerMIForwardAdditional::trackNoPyr(), and vpTemplateTrackerMIInverseCompositional::trackNoPyr().

◆ minimizationMethod

vpMinimizationTypeMIESM vpTemplateTrackerMIESM::minimizationMethod

protected

Definition at line 65 of file vpTemplateTrackerMIESM.h.

Referenced by trackNoPyr().

◆ mod_i

int vpTemplateTracker::mod_i

protectedinherited

Definition at line 113 of file vpTemplateTracker.h.

Referenced by vpTemplateTracker::initTracking().

◆ mod_j

int vpTemplateTracker::mod_j

protectedinherited

Definition at line 114 of file vpTemplateTracker.h.

Referenced by vpTemplateTracker::initTracking().

◆ nbIteration

unsigned int vpTemplateTracker::nbIteration

protectedinherited

Definition at line 122 of file vpTemplateTracker.h.

Referenced by vpTemplateTrackerZNCCForwardAdditional::trackNoPyr(), vpTemplateTrackerSSDForwardCompositional::trackNoPyr(), vpTemplateTrackerMIForwardCompositional::trackNoPyr(), vpTemplateTrackerSSDESM::trackNoPyr(), vpTemplateTrackerSSDForwardAdditional::trackNoPyr(), vpTemplateTrackerZNCCInverseCompositional::trackNoPyr(), vpTemplateTrackerSSDInverseCompositional::trackNoPyr(), trackNoPyr(), vpTemplateTrackerMIForwardAdditional::trackNoPyr(), and vpTemplateTrackerMIInverseCompositional::trackNoPyr().

◆ nbIterBrent

unsigned int vpTemplateTracker::nbIterBrent

protectedinherited

Definition at line 108 of file vpTemplateTracker.h.

Referenced by vpTemplateTracker::computeOptimalBrentGain().

◆ nbLvlPyr

unsigned int vpTemplateTracker::nbLvlPyr

protectedinherited

Definition at line 66 of file vpTemplateTracker.h.

Referenced by vpTemplateTracker::initClick(), vpTemplateTracker::initFromPoints(), vpTemplateTracker::initFromZone(), vpTemplateTracker::initHessienDesiredPyr(), vpTemplateTracker::initPyramidal(), vpTemplateTracker::initTrackingPyr(), vpTemplateTracker::resetTracker(), vpTemplateTracker::track(), and vpTemplateTracker::trackPyr().

◆ nbParam

unsigned int vpTemplateTracker::nbParam

protectedinherited

Definition at line 115 of file vpTemplateTracker.h.

◆ Nc

int vpTemplateTrackerMI::Nc

protectedinherited

Definition at line 92 of file vpTemplateTrackerMI.h.

◆ Ncb

int vpTemplateTrackerMI::Ncb

protectedinherited

Definition at line 93 of file vpTemplateTrackerMI.h.

Referenced by vpTemplateTrackerMI::computeGradient(), vpTemplateTrackerMI::computeHessien(), vpTemplateTrackerMI::computeHessienNormalized(), vpTemplateTrackerMI::computeMI(), vpTemplateTrackerMI::computeProba(), vpTemplateTrackerMI::getCost(), vpTemplateTrackerMI::setBspline(), vpTemplateTrackerMI::setNc(), vpTemplateTrackerMIInverseCompositional::trackNoPyr(), vpTemplateTrackerMI::vpTemplateTrackerMI(), and vpTemplateTrackerMI::zeroProbabilities().

◆ NMI_postEstimation

double vpTemplateTrackerMI::NMI_postEstimation

protectedinherited

Definition at line 103 of file vpTemplateTrackerMI.h.

Referenced by vpTemplateTrackerMIInverseCompositional::trackNoPyr().

◆ NMI_preEstimation

double vpTemplateTrackerMI::NMI_preEstimation

protectedinherited

Definition at line 102 of file vpTemplateTrackerMI.h.

Referenced by vpTemplateTrackerMIInverseCompositional::trackNoPyr().

◆ p

vpColVector vpTemplateTracker::p

protectedinherited

Definition at line 128 of file vpTemplateTracker.h.

◆ Pr

double* vpTemplateTrackerMI::Pr

protectedinherited

Definition at line 81 of file vpTemplateTrackerMI.h.

Referenced by vpTemplateTrackerMI::computeHessienNormalized(), vpTemplateTrackerMI::computeMI(), vpTemplateTrackerMI::getCost(), vpTemplateTrackerMI::setBspline(), vpTemplateTrackerMI::setNc(), vpTemplateTrackerMI::vpTemplateTrackerMI(), and vpTemplateTrackerMI::~vpTemplateTrackerMI().

◆ Prt

double* vpTemplateTrackerMI::Prt

protectedinherited

Definition at line 78 of file vpTemplateTrackerMI.h.

Referenced by vpTemplateTrackerMI::computeGradient(), vpTemplateTrackerMI::computeHessien(), vpTemplateTrackerMI::computeHessienNormalized(), vpTemplateTrackerMI::computeMI(), vpTemplateTrackerMI::computeProba(), vpTemplateTrackerMI::getCost(), vpTemplateTrackerMI::setBspline(), vpTemplateTrackerMI::setNc(), vpTemplateTrackerMIInverseCompositional::trackNoPyr(), vpTemplateTrackerMI::vpTemplateTrackerMI(), vpTemplateTrackerMI::zeroProbabilities(), and vpTemplateTrackerMI::~vpTemplateTrackerMI().

◆ PrtD

double* vpTemplateTrackerMI::PrtD

protectedinherited

Definition at line 86 of file vpTemplateTrackerMI.h.

Referenced by vpTemplateTrackerMI::getCost(), vpTemplateTrackerMI::setBspline(), vpTemplateTrackerMI::setNc(), vpTemplateTrackerMI::vpTemplateTrackerMI(), and vpTemplateTrackerMI::~vpTemplateTrackerMI().

◆ PrtTout

double* vpTemplateTrackerMI::PrtTout

protectedinherited

Definition at line 83 of file vpTemplateTrackerMI.h.

◆ Pt

double* vpTemplateTrackerMI::Pt

protectedinherited

Definition at line 80 of file vpTemplateTrackerMI.h.

Referenced by vpTemplateTrackerMI::computeGradient(), vpTemplateTrackerMI::computeHessien(), vpTemplateTrackerMI::computeHessienNormalized(), vpTemplateTrackerMI::computeMI(), vpTemplateTrackerMI::getCost(), vpTemplateTrackerMI::setBspline(), vpTemplateTrackerMI::setNc(), vpTemplateTrackerMI::vpTemplateTrackerMI(), and vpTemplateTrackerMI::~vpTemplateTrackerMI().

◆ ptTemplate

vpTemplateTrackerPoint* vpTemplateTracker::ptTemplate

protectedinherited

Definition at line 70 of file vpTemplateTracker.h.

◆ ptTemplateCompo

vpTemplateTrackerPointCompo* vpTemplateTracker::ptTemplateCompo

protectedinherited

Definition at line 86 of file vpTemplateTracker.h.

Referenced by vpTemplateTrackerSSDESM::initCompInverse(), initCompInverse(), initHessienDesired(), vpTemplateTracker::initHessienDesiredPyr(), vpTemplateTracker::resetTracker(), vpTemplateTrackerSSDESM::trackNoPyr(), trackNoPyr(), and vpTemplateTracker::trackPyr().

◆ ptTemplateCompoPyr

vpTemplateTrackerPointCompo** vpTemplateTracker::ptTemplateCompoPyr

protectedinherited

Definition at line 87 of file vpTemplateTracker.h.

Referenced by vpTemplateTracker::initHessienDesiredPyr(), vpTemplateTracker::initPyramidal(), vpTemplateTracker::resetTracker(), and vpTemplateTracker::trackPyr().

◆ ptTemplateInit

bool vpTemplateTracker::ptTemplateInit

protectedinherited

Definition at line 72 of file vpTemplateTracker.h.

Referenced by vpTemplateTracker::initTracking(), and vpTemplateTracker::resetTracker().

◆ ptTemplatePyr

vpTemplateTrackerPoint** vpTemplateTracker::ptTemplatePyr

protectedinherited

Definition at line 71 of file vpTemplateTracker.h.

Referenced by vpTemplateTrackerSSD::getSSD(), vpTemplateTracker::initHessienDesiredPyr(), vpTemplateTracker::initPyramidal(), vpTemplateTracker::initTrackingPyr(), vpTemplateTracker::resetTracker(), and vpTemplateTracker::trackPyr().

◆ ptTemplateSelect

bool* vpTemplateTracker::ptTemplateSelect

protectedinherited

Definition at line 75 of file vpTemplateTracker.h.

Referenced by vpTemplateTrackerSSDInverseCompositional::initCompInverse(), vpTemplateTrackerMIInverseCompositional::initHessienDesired(), vpTemplateTracker::initHessienDesiredPyr(), vpTemplateTracker::initTracking(), vpTemplateTracker::initTrackingPyr(), vpTemplateTracker::resetTracker(), vpTemplateTrackerSSDInverseCompositional::trackNoPyr(), vpTemplateTrackerMIInverseCompositional::trackNoPyr(), and vpTemplateTracker::trackPyr().

◆ ptTemplateSelectInit

bool vpTemplateTracker::ptTemplateSelectInit

protectedinherited

Definition at line 77 of file vpTemplateTracker.h.

Referenced by vpTemplateTracker::initTracking(), and vpTemplateTracker::resetTracker().

◆ ptTemplateSelectPyr

bool** vpTemplateTracker::ptTemplateSelectPyr

protectedinherited

Definition at line 76 of file vpTemplateTracker.h.

Referenced by vpTemplateTracker::initHessienDesiredPyr(), vpTemplateTracker::initPyramidal(), vpTemplateTracker::initTrackingPyr(), vpTemplateTracker::resetTracker(), and vpTemplateTracker::trackPyr().

◆ pyr_IDes

vpImage<unsigned char>* vpTemplateTracker::pyr_IDes

protectedinherited

Definition at line 91 of file vpTemplateTracker.h.

Referenced by vpTemplateTracker::initPyramidal(), vpTemplateTracker::initTrackingPyr(), and vpTemplateTracker::resetTracker().

◆ pyrInitialised

bool vpTemplateTracker::pyrInitialised

protectedinherited

Definition at line 68 of file vpTemplateTracker.h.

Referenced by vpTemplateTrackerSSD::getSSD(), vpTemplateTracker::initPyramidal(), and vpTemplateTracker::resetTracker().

◆ ratioPixelIn

double vpTemplateTracker::ratioPixelIn

protectedinherited

Definition at line 112 of file vpTemplateTracker.h.

Referenced by vpTemplateTrackerSSD::getCost(), vpTemplateTrackerZNCC::getCost(), and vpTemplateTrackerMI::getCost().

◆ taillef

unsigned int vpTemplateTracker::taillef

protectedinherited

Definition at line 109 of file vpTemplateTracker.h.

◆ temp

double* vpTemplateTrackerMI::temp

protectedinherited

Definition at line 77 of file vpTemplateTrackerMI.h.

Referenced by vpTemplateTrackerMI::vpTemplateTrackerMI(), and vpTemplateTrackerMI::~vpTemplateTrackerMI().

◆ templateSelectSize

unsigned int vpTemplateTracker::templateSelectSize

protectedinherited

Definition at line 78 of file vpTemplateTracker.h.

Referenced by vpTemplateTracker::initTracking().

◆ templateSize

unsigned int vpTemplateTracker::templateSize

protectedinherited

Definition at line 73 of file vpTemplateTracker.h.

◆ templateSizePyr

unsigned int* vpTemplateTracker::templateSizePyr

protectedinherited

Definition at line 74 of file vpTemplateTracker.h.

Referenced by vpTemplateTrackerSSD::getSSD(), vpTemplateTracker::initHessienDesiredPyr(), vpTemplateTracker::initPyramidal(), vpTemplateTracker::initTrackingPyr(), vpTemplateTracker::resetTracker(), and vpTemplateTracker::trackPyr().

◆ thresholdGradient

double vpTemplateTracker::thresholdGradient

protectedinherited

Definition at line 104 of file vpTemplateTracker.h.

Referenced by vpTemplateTracker::initTracking().

◆ useBrent

bool vpTemplateTracker::useBrent

protectedinherited

Definition at line 107 of file vpTemplateTracker.h.

Referenced by vpTemplateTrackerZNCCForwardAdditional::trackNoPyr(), vpTemplateTrackerSSDForwardCompositional::trackNoPyr(), vpTemplateTrackerMIForwardCompositional::trackNoPyr(), vpTemplateTrackerSSDESM::trackNoPyr(), vpTemplateTrackerSSDForwardAdditional::trackNoPyr(), vpTemplateTrackerSSDInverseCompositional::trackNoPyr(), trackNoPyr(), vpTemplateTrackerMIForwardAdditional::trackNoPyr(), and vpTemplateTrackerMIInverseCompositional::trackNoPyr().

◆ useCompositionnal

bool vpTemplateTracker::useCompositionnal

protectedinherited

Definition at line 123 of file vpTemplateTracker.h.

Referenced by vpTemplateTracker::computeOptimalBrentGain(), vpTemplateTrackerMIESM(), vpTemplateTrackerMIForwardAdditional::vpTemplateTrackerMIForwardAdditional(), vpTemplateTrackerSSDESM::vpTemplateTrackerSSDESM(), vpTemplateTrackerSSDForwardAdditional::vpTemplateTrackerSSDForwardAdditional(), and vpTemplateTrackerZNCCForwardAdditional::vpTemplateTrackerZNCCForwardAdditional().

◆ useInverse

bool vpTemplateTracker::useInverse

protectedinherited

Definition at line 124 of file vpTemplateTracker.h.

Referenced by vpTemplateTracker::computeOptimalBrentGain(), vpTemplateTrackerMIESM(), vpTemplateTrackerMIInverseCompositional::vpTemplateTrackerMIInverseCompositional(), vpTemplateTrackerSSDESM::vpTemplateTrackerSSDESM(), vpTemplateTrackerSSDInverseCompositional::vpTemplateTrackerSSDInverseCompositional(), and vpTemplateTrackerZNCCInverseCompositional::vpTemplateTrackerZNCCInverseCompositional().

◆ Warp

vpTemplateTrackerWarp* vpTemplateTracker::Warp

protectedinherited

Definition at line 126 of file vpTemplateTracker.h.

◆ X1

vpColVector vpTemplateTracker::X1

protectedinherited

Definition at line 132 of file vpTemplateTracker.h.

◆ X2

vpColVector vpTemplateTracker::X2

protectedinherited

Definition at line 133 of file vpTemplateTracker.h.

◆ zoneRef_

vpTemplateTrackerZone vpTemplateTracker::zoneRef_

protectedinherited

Definition at line 140 of file vpTemplateTracker.h.

Referenced by vpTemplateTracker::initClick(), vpTemplateTracker::initFromPoints(), and vpTemplateTracker::initFromZone().

◆ zoneTracked

vpTemplateTrackerZone* vpTemplateTracker::zoneTracked

protectedinherited

Definition at line 88 of file vpTemplateTracker.h.

◆ zoneTrackedPyr

vpTemplateTrackerZone* vpTemplateTracker::zoneTrackedPyr

protectedinherited

Definition at line 89 of file vpTemplateTracker.h.

Referenced by vpTemplateTracker::initPyramidal(), vpTemplateTracker::initTrackingPyr(), vpTemplateTracker::resetTracker(), and vpTemplateTracker::trackPyr().

Public Types

Public Member Functions

Protected Member Functions

Protected Attributes

Detailed Description

Member Enumeration Documentation

◆ vpBsplineType

◆ vpHessienApproximationType

◆ vpHessienType

Constructor & Destructor Documentation

◆ vpTemplateTrackerMIESM() [1/2]

◆ vpTemplateTrackerMIESM() [2/2]

Member Function Documentation

◆ computeGradient()

◆ computeHessien()

◆ computeHessienNormalized()

◆ computeMI()

◆ computeOptimalBrentGain()

◆ computeProba()

◆ display() [1/2]

◆ display() [2/2]

◆ getCost() [1/2]

◆ getCost() [2/2]

◆ getCovarianceMatrix()

◆ getDiverge()

◆ getdp()

◆ getG()

◆ getGaussianBluredImage()

◆ getH()

◆ getMI() [1/2]

◆ getMI() [2/2]

◆ getMI256()

◆ getNbIteration()

◆ getNbParam()

◆ getNMI()

◆ getNormalizedCost() [1/2]

◆ getNormalizedCost() [2/2]

◆ getp()

◆ getRatioPixelIn()

◆ getWarp()

◆ getZoneRef()

◆ initClick()

◆ initCompInverse()

◆ initFromPoints()

◆ initFromZone()

◆ initHessienDesired()

◆ initHessienDesiredPyr()

◆ initPyramidal()

◆ initTracking()

◆ initTrackingPyr()

◆ resetTracker()

◆ setApprocHessian()

◆ setBlur()

◆ setBspline()

◆ setCostFunctionVerification()

◆ setCovarianceComputation()

◆ setGain()

◆ setGaussianFilterSize()

◆ setHDes()

◆ setHessianComputation()

◆ setIterationMax()

◆ setLambda()

◆ setMinimizationMethod()

◆ setNbIterBrent()

◆ setNc()

◆ setp()

◆ setPyramidal()

◆ setSampling()

◆ setThresholdGradient()

◆ setUseBrent()

◆ track()

◆ trackNoPyr()

◆ trackPyr()

◆ trackRobust()

◆ zeroProbabilities()

Member Data Documentation

◆ ApproxHessian

◆ BI

◆ blur

◆ bspline