#include <opencv2/rgbd/depth.hpp>

Inheritance diagram for cv::rgbd::Odometry:

Public Types
enum	{ ROTATION = 1, TRANSLATION = 2, RIGID_BODY_MOTION = 4 }

Public Member Functions
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

virtual cv::Mat	getCameraMatrix () const =0

virtual int	getTransformType () const =0

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

virtual void	setCameraMatrix (const cv::Mat &val)=0

virtual void	setTransformType (int val)=0

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< 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 =0

virtual bool	computeImpl (const Ptr< OdometryFrame > &srcFrame, const Ptr< OdometryFrame > &dstFrame, OutputArray Rt, const Mat &initRt) const =0

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

Detailed Description

Base class for computation of odometry.

Member Enumeration Documentation

◆ anonymous enum

anonymous enum

A class of transformation

Enumerator
ROTATION
TRANSLATION
RIGID_BODY_MOTION

Member Function Documentation

◆ checkParams()

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

protectedpure virtual

Implemented in cv::rgbd::FastICPOdometry, cv::rgbd::RgbdICPOdometry, cv::rgbd::ICPOdometry, and cv::rgbd::RgbdOdometry.

◆ compute() [1/2]

bool cv::rgbd::Odometry::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

Python:
	retval, Rt	=	cv.rgbd_Odometry.compute(	srcImage, srcDepth, srcMask, dstImage, dstDepth, dstMask[, Rt[, initRt]]	)
	retval, Rt	=	cv.rgbd_Odometry.compute2(	srcFrame, dstFrame[, Rt[, initRt]]	)

Method to compute a transformation from the source frame to the destination one. Some odometry algorithms do not used some data of frames (eg. ICP does not use images). In such case corresponding arguments can be set as empty Mat. The method returns true if all internal computions were possible (e.g. there were enough correspondences, system of equations has a solution, etc) and resulting transformation satisfies some test if it's provided by the Odometry inheritor implementation (e.g. thresholds for maximum translation and rotation).

Parameters

srcImage	Image data of the source frame (CV_8UC1)
srcDepth	Depth data of the source frame (CV_32FC1, in meters)
srcMask	Mask that sets which pixels have to be used from the source frame (CV_8UC1)
dstImage	Image data of the destination frame (CV_8UC1)
dstDepth	Depth data of the destination frame (CV_32FC1, in meters)
dstMask	Mask that sets which pixels have to be used from the destination frame (CV_8UC1)
Rt	Resulting transformation from the source frame to the destination one (rigid body motion): dst_p = Rt * src_p, where dst_p is a homogeneous point in the destination frame and src_p is homogeneous point in the source frame, Rt is 4x4 matrix of CV_64FC1 type.
initRt	Initial transformation from the source frame to the destination one (optional)

◆ compute() [2/2]

bool cv::rgbd::Odometry::compute	(	Ptr< OdometryFrame > &	srcFrame,
		Ptr< OdometryFrame > &	dstFrame,
		OutputArray	Rt,
		const Mat &	initRt = `Mat()`
	)		const

Python:
	retval, Rt	=	cv.rgbd_Odometry.compute(	srcImage, srcDepth, srcMask, dstImage, dstDepth, dstMask[, Rt[, initRt]]	)
	retval, Rt	=	cv.rgbd_Odometry.compute2(	srcFrame, dstFrame[, Rt[, initRt]]	)

One more method to compute a transformation from the source frame to the destination one. It is designed to save on computing the frame data (image pyramids, normals, etc.).

◆ computeImpl()

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

protectedpure virtual

Implemented in cv::rgbd::FastICPOdometry, cv::rgbd::RgbdICPOdometry, cv::rgbd::ICPOdometry, and cv::rgbd::RgbdOdometry.

◆ create()

static Ptr<Odometry> cv::rgbd::Odometry::create ( const String & odometryType )

static

Python:
	retval	=	cv.rgbd.Odometry_create(	odometryType	)

◆ DEFAULT_MAX_DEPTH()

static float cv::rgbd::Odometry::DEFAULT_MAX_DEPTH ( )

inlinestatic

Python:
	retval	=	cv.rgbd_Odometry.DEFAULT_MAX_DEPTH(		)

◆ DEFAULT_MAX_DEPTH_DIFF()

static float cv::rgbd::Odometry::DEFAULT_MAX_DEPTH_DIFF ( )

inlinestatic

Python:
	retval	=	cv.rgbd_Odometry.DEFAULT_MAX_DEPTH_DIFF(		)

◆ DEFAULT_MAX_POINTS_PART()

static float cv::rgbd::Odometry::DEFAULT_MAX_POINTS_PART ( )

inlinestatic

Python:
	retval	=	cv.rgbd_Odometry.DEFAULT_MAX_POINTS_PART(		)

◆ DEFAULT_MAX_ROTATION()

static float cv::rgbd::Odometry::DEFAULT_MAX_ROTATION ( )

inlinestatic

Python:
	retval	=	cv.rgbd_Odometry.DEFAULT_MAX_ROTATION(		)

◆ DEFAULT_MAX_TRANSLATION()

static float cv::rgbd::Odometry::DEFAULT_MAX_TRANSLATION ( )

inlinestatic

Python:
	retval	=	cv.rgbd_Odometry.DEFAULT_MAX_TRANSLATION(		)

◆ DEFAULT_MIN_DEPTH()

static float cv::rgbd::Odometry::DEFAULT_MIN_DEPTH ( )

inlinestatic

Python:
	retval	=	cv.rgbd_Odometry.DEFAULT_MIN_DEPTH(		)

◆ getCameraMatrix()

virtual cv::Mat cv::rgbd::Odometry::getCameraMatrix ( ) const

pure virtual

Python:
	retval	=	cv.rgbd_Odometry.getCameraMatrix(		)

See also: setCameraMatrix

Implemented in cv::rgbd::FastICPOdometry, cv::rgbd::RgbdICPOdometry, cv::rgbd::ICPOdometry, and cv::rgbd::RgbdOdometry.

◆ getTransformType()

virtual int cv::rgbd::Odometry::getTransformType ( ) const

pure virtual

Python:
	retval	=	cv.rgbd_Odometry.getTransformType(		)

See also: setTransformType

Implemented in cv::rgbd::FastICPOdometry, cv::rgbd::RgbdICPOdometry, cv::rgbd::ICPOdometry, and cv::rgbd::RgbdOdometry.

◆ prepareFrameCache()

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

virtual

Python:
	retval	=	cv.rgbd_Odometry.prepareFrameCache(	frame, cacheType	)

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 in cv::rgbd::FastICPOdometry, cv::rgbd::RgbdICPOdometry, cv::rgbd::ICPOdometry, and cv::rgbd::RgbdOdometry.

◆ setCameraMatrix()

virtual void cv::rgbd::Odometry::setCameraMatrix ( const cv::Mat & val )

pure virtual

Python:
	None	=	cv.rgbd_Odometry.setCameraMatrix(	val	)

See also: getCameraMatrix

Implemented in cv::rgbd::FastICPOdometry, cv::rgbd::RgbdICPOdometry, cv::rgbd::ICPOdometry, and cv::rgbd::RgbdOdometry.

◆ setTransformType()

virtual void cv::rgbd::Odometry::setTransformType ( int val )

pure virtual

Python:
	None	=	cv.rgbd_Odometry.setTransformType(	val	)

See also: getTransformType

Implemented in cv::rgbd::FastICPOdometry, cv::rgbd::RgbdICPOdometry, cv::rgbd::ICPOdometry, and cv::rgbd::RgbdOdometry.

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

opencv2/rgbd/depth.hpp

Public Types

Public Member Functions

Static Public Member Functions

Protected Member Functions

Detailed Description

Member Enumeration Documentation

◆ anonymous enum

Member Function Documentation

◆ checkParams()

◆ compute() [1/2]

◆ compute() [2/2]

◆ computeImpl()

◆ create()

◆ DEFAULT_MAX_DEPTH()

◆ DEFAULT_MAX_DEPTH_DIFF()

◆ DEFAULT_MAX_POINTS_PART()

◆ DEFAULT_MAX_ROTATION()

◆ DEFAULT_MAX_TRANSLATION()

◆ DEFAULT_MIN_DEPTH()

◆ getCameraMatrix()

◆ getTransformType()

◆ prepareFrameCache()

◆ setCameraMatrix()

◆ setTransformType()