#include <opencv2/rgbd/depth.hpp>

Inheritance diagram for cv::rgbd::RgbdOdometry:

Public Member Functions
	RgbdOdometry ()

	RgbdOdometry (const Mat &cameraMatrix, float minDepth=Odometry::DEFAULT_MIN_DEPTH(), float maxDepth=Odometry::DEFAULT_MAX_DEPTH(), float maxDepthDiff=Odometry::DEFAULT_MAX_DEPTH_DIFF(), const std::vector< int > &iterCounts=std::vector< int >(), const std::vector< float > &minGradientMagnitudes=std::vector< float >(), float maxPointsPart=Odometry::DEFAULT_MAX_POINTS_PART(), int transformType=Odometry::RIGID_BODY_MOTION)

cv::Mat	getCameraMatrix () const CV_OVERRIDE

cv::Mat	getIterationCounts () const

double	getMaxDepth () const

double	getMaxDepthDiff () const

double	getMaxPointsPart () const

double	getMaxRotation () const

double	getMaxTranslation () const

double	getMinDepth () const

cv::Mat	getMinGradientMagnitudes () const

int	getTransformType () const CV_OVERRIDE

virtual Size	prepareFrameCache (Ptr< OdometryFrame > &frame, int cacheType) const CV_OVERRIDE

void	setCameraMatrix (const cv::Mat &val) CV_OVERRIDE

void	setIterationCounts (const cv::Mat &val)

void	setMaxDepth (double val)

void	setMaxDepthDiff (double val)

void	setMaxPointsPart (double val)

void	setMaxRotation (double val)

void	setMaxTranslation (double val)

void	setMinDepth (double val)

void	setMinGradientMagnitudes (const cv::Mat &val)

void	setTransformType (int val) CV_OVERRIDE

Public Member Functions inherited from cv::rgbd::Odometry
bool	compute (const Mat &srcImage, const Mat &srcDepth, const Mat &srcMask, const Mat &dstImage, const Mat &dstDepth, const Mat &dstMask, OutputArray Rt, const Mat &initRt=Mat()) const

bool	compute (Ptr< OdometryFrame > &srcFrame, Ptr< OdometryFrame > &dstFrame, OutputArray Rt, const Mat &initRt=Mat()) const

Public Member Functions inherited from cv::Algorithm
	Algorithm ()

virtual	~Algorithm ()

virtual void	clear ()
	Clears the algorithm state. More...

virtual bool	empty () const
	Returns true if the Algorithm is empty (e.g. in the very beginning or after unsuccessful read. More...

virtual String	getDefaultName () const

virtual void	read (const FileNode &fn)
	Reads algorithm parameters from a file storage. More...

virtual void	save (const String &filename) const

virtual void	write (FileStorage &fs) const
	Stores algorithm parameters in a file storage. More...

void	write (const Ptr< FileStorage > &fs, const String &name=String()) const
	simplified API for language bindings This is an overloaded member function, provided for convenience. It differs from the above function only in what argument(s) it accepts. More...

Static Public Member Functions
static Ptr< RgbdOdometry >	create (const Mat &cameraMatrix=Mat(), float minDepth=Odometry::DEFAULT_MIN_DEPTH(), float maxDepth=Odometry::DEFAULT_MAX_DEPTH(), float maxDepthDiff=Odometry::DEFAULT_MAX_DEPTH_DIFF(), const std::vector< int > &iterCounts=std::vector< int >(), const std::vector< float > &minGradientMagnitudes=std::vector< float >(), float maxPointsPart=Odometry::DEFAULT_MAX_POINTS_PART(), int transformType=Odometry::RIGID_BODY_MOTION)

Static Public Member Functions inherited from cv::rgbd::Odometry
static Ptr< Odometry >	create (const String &odometryType)

static float	DEFAULT_MAX_DEPTH ()

static float	DEFAULT_MAX_DEPTH_DIFF ()

static float	DEFAULT_MAX_POINTS_PART ()

static float	DEFAULT_MAX_ROTATION ()

static float	DEFAULT_MAX_TRANSLATION ()

static float	DEFAULT_MIN_DEPTH ()

Static Public Member Functions inherited from cv::Algorithm
template<typename _Tp >
static Ptr< _Tp >	load (const String &filename, const String &objname=String())
	Loads algorithm from the file. More...

template<typename _Tp >
static Ptr< _Tp >	loadFromString (const String &strModel, const String &objname=String())
	Loads algorithm from a String. More...

template<typename _Tp >
static Ptr< _Tp >	read (const FileNode &fn)
	Reads algorithm from the file node. More...

Protected Member Functions
virtual void	checkParams () const CV_OVERRIDE

virtual bool	computeImpl (const Ptr< OdometryFrame > &srcFrame, const Ptr< OdometryFrame > &dstFrame, OutputArray Rt, const Mat &initRt) const CV_OVERRIDE

Protected Member Functions inherited from cv::Algorithm
void	writeFormat (FileStorage &fs) const

Protected Attributes
Mat	cameraMatrix

Mat	iterCounts

double	maxDepth

double	maxDepthDiff

double	maxPointsPart

double	maxRotation

double	maxTranslation

double	minDepth

Mat	minGradientMagnitudes

int	transformType

Additional Inherited Members
Public Types inherited from cv::rgbd::Odometry
enum	{ ROTATION = 1, TRANSLATION = 2, RIGID_BODY_MOTION = 4 }

Detailed Description

Odometry based on the paper "Real-Time Visual Odometry from Dense RGB-D Images", F. Steinbucker, J. Strum, D. Cremers, ICCV, 2011.

Constructor & Destructor Documentation

◆ RgbdOdometry() [1/2]

cv::rgbd::RgbdOdometry::RgbdOdometry ( )

◆ RgbdOdometry() [2/2]

cv::rgbd::RgbdOdometry::RgbdOdometry	(	const Mat &	cameraMatrix,
		float	minDepth = `Odometry::DEFAULT_MIN_DEPTH()`,
		float	maxDepth = `Odometry::DEFAULT_MAX_DEPTH()`,
		float	maxDepthDiff = `Odometry::DEFAULT_MAX_DEPTH_DIFF()`,
		const std::vector< int > &	iterCounts = `std::vector< int >()`,
		const std::vector< float > &	minGradientMagnitudes = `std::vector< float >()`,
		float	maxPointsPart = `Odometry::DEFAULT_MAX_POINTS_PART()`,
		int	transformType = `Odometry::RIGID_BODY_MOTION`
	)

Constructor.

Parameters

cameraMatrix	Camera matrix
minDepth	Pixels with depth less than minDepth will not be used (in meters)
maxDepth	Pixels with depth larger than maxDepth will not be used (in meters)
maxDepthDiff	Correspondences between pixels of two given frames will be filtered out if their depth difference is larger than maxDepthDiff (in meters)
iterCounts	Count of iterations on each pyramid level.
minGradientMagnitudes	For each pyramid level the pixels will be filtered out if they have gradient magnitude less than minGradientMagnitudes[level].
maxPointsPart	The method uses a random pixels subset of size frameWidth x frameHeight x pointsPart
transformType	Class of transformation

Member Function Documentation

◆ checkParams()

virtual void cv::rgbd::RgbdOdometry::checkParams ( ) const

protectedvirtual

Implements cv::rgbd::Odometry.

◆ computeImpl()

virtual bool cv::rgbd::RgbdOdometry::computeImpl	(	const Ptr< OdometryFrame > &	srcFrame,
		const Ptr< OdometryFrame > &	dstFrame,
		OutputArray	Rt,
		const Mat &	initRt
	)		const

protectedvirtual

Implements cv::rgbd::Odometry.

◆ create()

static Ptr<RgbdOdometry> cv::rgbd::RgbdOdometry::create	(	const Mat &	cameraMatrix = `Mat()`,
		float	minDepth = `Odometry::DEFAULT_MIN_DEPTH()`,
		float	maxDepth = `Odometry::DEFAULT_MAX_DEPTH()`,
		float	maxDepthDiff = `Odometry::DEFAULT_MAX_DEPTH_DIFF()`,
		const std::vector< int > &	iterCounts = `std::vector< int >()`,
		const std::vector< float > &	minGradientMagnitudes = `std::vector< float >()`,
		float	maxPointsPart = `Odometry::DEFAULT_MAX_POINTS_PART()`,
		int	transformType = `Odometry::RIGID_BODY_MOTION`
	)

static

Python:
	cv.rgbd.RgbdOdometry_create(	[, cameraMatrix[, minDepth[, maxDepth[, maxDepthDiff[, iterCounts[, minGradientMagnitudes[, maxPointsPart[, transformType]]]]]]]]	) ->	retval

◆ getCameraMatrix()

cv::Mat cv::rgbd::RgbdOdometry::getCameraMatrix ( ) const

inlinevirtual

Python:
	cv.rgbd_RgbdOdometry.getCameraMatrix(		) ->	retval

See also: setCameraMatrix

Implements cv::rgbd::Odometry.

◆ getIterationCounts()

cv::Mat cv::rgbd::RgbdOdometry::getIterationCounts ( ) const

inline

Python:
	cv.rgbd_RgbdOdometry.getIterationCounts(		) ->	retval

◆ getMaxDepth()

double cv::rgbd::RgbdOdometry::getMaxDepth ( ) const

inline

Python:
	cv.rgbd_RgbdOdometry.getMaxDepth(		) ->	retval

◆ getMaxDepthDiff()

double cv::rgbd::RgbdOdometry::getMaxDepthDiff ( ) const

inline

Python:
	cv.rgbd_RgbdOdometry.getMaxDepthDiff(		) ->	retval

◆ getMaxPointsPart()

double cv::rgbd::RgbdOdometry::getMaxPointsPart ( ) const

inline

Python:
	cv.rgbd_RgbdOdometry.getMaxPointsPart(		) ->	retval

◆ getMaxRotation()

double cv::rgbd::RgbdOdometry::getMaxRotation ( ) const

inline

Python:
	cv.rgbd_RgbdOdometry.getMaxRotation(		) ->	retval

◆ getMaxTranslation()

double cv::rgbd::RgbdOdometry::getMaxTranslation ( ) const

inline

Python:
	cv.rgbd_RgbdOdometry.getMaxTranslation(		) ->	retval

◆ getMinDepth()

double cv::rgbd::RgbdOdometry::getMinDepth ( ) const

inline

Python:
	cv.rgbd_RgbdOdometry.getMinDepth(		) ->	retval

◆ getMinGradientMagnitudes()

cv::Mat cv::rgbd::RgbdOdometry::getMinGradientMagnitudes ( ) const

inline

Python:
	cv.rgbd_RgbdOdometry.getMinGradientMagnitudes(		) ->	retval

◆ getTransformType()

int cv::rgbd::RgbdOdometry::getTransformType ( ) const

inlinevirtual

Python:
	cv.rgbd_RgbdOdometry.getTransformType(		) ->	retval

See also: setTransformType

Implements cv::rgbd::Odometry.

◆ prepareFrameCache()

virtual Size cv::rgbd::RgbdOdometry::prepareFrameCache	(	Ptr< OdometryFrame > &	frame,
		int	cacheType
	)		const

virtual

Python:
	cv.rgbd_RgbdOdometry.prepareFrameCache(	frame, cacheType	) ->	retval

Prepare a cache for the frame. The function checks the precomputed/passed data (throws the error if this data does not satisfy) and computes all remaining cache data needed for the frame. Returned size is a resolution of the prepared frame.

Parameters

frame	The odometry which will process the frame.
cacheType	The cache type: CACHE_SRC, CACHE_DST or CACHE_ALL.

Reimplemented from cv::rgbd::Odometry.

◆ setCameraMatrix()

void cv::rgbd::RgbdOdometry::setCameraMatrix ( const cv::Mat & val )

inlinevirtual

Python:
	cv.rgbd_RgbdOdometry.setCameraMatrix(	val	) ->	None

See also: getCameraMatrix

Implements cv::rgbd::Odometry.

◆ setIterationCounts()

void cv::rgbd::RgbdOdometry::setIterationCounts ( const cv::Mat & val )

inline

Python:
	cv.rgbd_RgbdOdometry.setIterationCounts(	val	) ->	None

◆ setMaxDepth()

void cv::rgbd::RgbdOdometry::setMaxDepth ( double val )

inline

Python:
	cv.rgbd_RgbdOdometry.setMaxDepth(	val	) ->	None

◆ setMaxDepthDiff()

void cv::rgbd::RgbdOdometry::setMaxDepthDiff ( double val )

inline

Python:
	cv.rgbd_RgbdOdometry.setMaxDepthDiff(	val	) ->	None

◆ setMaxPointsPart()

void cv::rgbd::RgbdOdometry::setMaxPointsPart ( double val )

inline

Python:
	cv.rgbd_RgbdOdometry.setMaxPointsPart(	val	) ->	None

◆ setMaxRotation()

void cv::rgbd::RgbdOdometry::setMaxRotation ( double val )

inline

Python:
	cv.rgbd_RgbdOdometry.setMaxRotation(	val	) ->	None

◆ setMaxTranslation()

void cv::rgbd::RgbdOdometry::setMaxTranslation ( double val )

inline

Python:
	cv.rgbd_RgbdOdometry.setMaxTranslation(	val	) ->	None

◆ setMinDepth()

void cv::rgbd::RgbdOdometry::setMinDepth ( double val )

inline

Python:
	cv.rgbd_RgbdOdometry.setMinDepth(	val	) ->	None

◆ setMinGradientMagnitudes()

void cv::rgbd::RgbdOdometry::setMinGradientMagnitudes ( const cv::Mat & val )

inline

Python:
	cv.rgbd_RgbdOdometry.setMinGradientMagnitudes(	val	) ->	None

◆ setTransformType()

void cv::rgbd::RgbdOdometry::setTransformType ( int val )

inlinevirtual

Python:
	cv.rgbd_RgbdOdometry.setTransformType(	val	) ->	None

See also: getTransformType

Implements cv::rgbd::Odometry.

Member Data Documentation

◆ cameraMatrix

Mat cv::rgbd::RgbdOdometry::cameraMatrix

protected

◆ iterCounts

Mat cv::rgbd::RgbdOdometry::iterCounts

protected

◆ maxDepth

double cv::rgbd::RgbdOdometry::maxDepth

protected

◆ maxDepthDiff

double cv::rgbd::RgbdOdometry::maxDepthDiff

protected

◆ maxPointsPart

double cv::rgbd::RgbdOdometry::maxPointsPart

protected

◆ maxRotation

double cv::rgbd::RgbdOdometry::maxRotation

protected

◆ maxTranslation

double cv::rgbd::RgbdOdometry::maxTranslation

protected

◆ minDepth

double cv::rgbd::RgbdOdometry::minDepth

protected

◆ minGradientMagnitudes

Mat cv::rgbd::RgbdOdometry::minGradientMagnitudes

protected

◆ transformType

int cv::rgbd::RgbdOdometry::transformType

protected

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

opencv2/rgbd/depth.hpp

Public Member Functions

Static Public Member Functions

Protected Member Functions

Protected Attributes

Additional Inherited Members

Detailed Description

Constructor & Destructor Documentation

◆ RgbdOdometry() [1/2]

◆ RgbdOdometry() [2/2]

Member Function Documentation

◆ checkParams()

◆ computeImpl()

◆ create()

◆ getCameraMatrix()

◆ getIterationCounts()

◆ getMaxDepth()

◆ getMaxDepthDiff()

◆ getMaxPointsPart()

◆ getMaxRotation()

◆ getMaxTranslation()

◆ getMinDepth()

◆ getMinGradientMagnitudes()

◆ getTransformType()

◆ prepareFrameCache()

◆ setCameraMatrix()

◆ setIterationCounts()

◆ setMaxDepth()

◆ setMaxDepthDiff()

◆ setMaxPointsPart()

◆ setMaxRotation()

◆ setMaxTranslation()

◆ setMinDepth()

◆ setMinGradientMagnitudes()

◆ setTransformType()

Member Data Documentation

◆ cameraMatrix

◆ iterCounts

◆ maxDepth

◆ maxDepthDiff

◆ maxPointsPart

◆ maxRotation

◆ maxTranslation

◆ minDepth

◆ minGradientMagnitudes

◆ transformType