Kalman filter class. More...

Inheritance diagram for OpenCVForUnity.VideoModule.KalmanFilter:

Public Member Functions
IntPtr	getNativeObjAddr ()

	KalmanFilter ()

	KalmanFilter (int dynamParams, int measureParams, int controlParams, int type)

	KalmanFilter (int dynamParams, int measureParams, int controlParams)

	KalmanFilter (int dynamParams, int measureParams)

Mat	predict (Mat control)
	Computes a predicted state. More...

Mat	predict ()
	Computes a predicted state. More...

Mat	correct (Mat measurement)
	Updates the predicted state from the measurement. More...

Mat	get_statePre ()

void	set_statePre (Mat statePre)

Mat	get_statePost ()

void	set_statePost (Mat statePost)

Mat	get_transitionMatrix ()

void	set_transitionMatrix (Mat transitionMatrix)

Mat	get_controlMatrix ()

void	set_controlMatrix (Mat controlMatrix)

Mat	get_measurementMatrix ()

void	set_measurementMatrix (Mat measurementMatrix)

Mat	get_processNoiseCov ()

void	set_processNoiseCov (Mat processNoiseCov)

Mat	get_measurementNoiseCov ()

void	set_measurementNoiseCov (Mat measurementNoiseCov)

Mat	get_errorCovPre ()

void	set_errorCovPre (Mat errorCovPre)

Mat	get_gain ()

void	set_gain (Mat gain)

Mat	get_errorCovPost ()

void	set_errorCovPost (Mat errorCovPost)

Public Member Functions inherited from OpenCVForUnity.DisposableObject
void	Dispose ()

void	ThrowIfDisposed ()

Static Public Member Functions
static KalmanFilter	__fromPtr__ (IntPtr addr)

Static Public Member Functions inherited from OpenCVForUnity.DisposableObject
static IntPtr	ThrowIfNullIntPtr (IntPtr ptr)

Protected Member Functions
override void	Dispose (bool disposing)

Protected Member Functions inherited from OpenCVForUnity.DisposableOpenCVObject
	DisposableOpenCVObject ()

	DisposableOpenCVObject (IntPtr ptr)

	DisposableOpenCVObject (bool isEnabledDispose)

	DisposableOpenCVObject (IntPtr ptr, bool isEnabledDispose)

Protected Member Functions inherited from OpenCVForUnity.DisposableObject
	DisposableObject ()

	DisposableObject (bool isEnabledDispose)

Additional Inherited Members
Properties inherited from OpenCVForUnity.DisposableObject
bool	IsDisposed `[get, protected set]`

bool	IsEnabledDispose `[get, set]`

Detailed Description

Kalman filter class.

The class implements a standard Kalman filter <http://en.wikipedia.org/wiki/Kalman_filter>, [Welch95] . However, you can modify transitionMatrix, controlMatrix, and measurementMatrix to get an extended Kalman filter functionality.

Note: In C API when CvKalman* kalmanFilter structure is not needed anymore, it should be released with cvReleaseKalman(&kalmanFilter)

Constructor & Destructor Documentation

◆ KalmanFilter() [1/4]

OpenCVForUnity.VideoModule.KalmanFilter.KalmanFilter ( )

◆ KalmanFilter() [2/4]

OpenCVForUnity.VideoModule.KalmanFilter.KalmanFilter	(	int	dynamParams,
		int	measureParams,
		int	controlParams,
		int	type
	)

This is an overloaded member function, provided for convenience. It differs from the above function only in what argument(s) it accepts.

Parameters

dynamParams	Dimensionality of the state.
measureParams	Dimensionality of the measurement.
controlParams	Dimensionality of the control vector.
type	Type of the created matrices that should be CV_32F or CV_64F.

◆ KalmanFilter() [3/4]

OpenCVForUnity.VideoModule.KalmanFilter.KalmanFilter	(	int	dynamParams,
		int	measureParams,
		int	controlParams
	)

This is an overloaded member function, provided for convenience. It differs from the above function only in what argument(s) it accepts.

Parameters

dynamParams	Dimensionality of the state.
measureParams	Dimensionality of the measurement.
controlParams	Dimensionality of the control vector.
type	Type of the created matrices that should be CV_32F or CV_64F.

◆ KalmanFilter() [4/4]

OpenCVForUnity.VideoModule.KalmanFilter.KalmanFilter	(	int	dynamParams,
		int	measureParams
	)

This is an overloaded member function, provided for convenience. It differs from the above function only in what argument(s) it accepts.

Parameters

dynamParams	Dimensionality of the state.
measureParams	Dimensionality of the measurement.
controlParams	Dimensionality of the control vector.
type	Type of the created matrices that should be CV_32F or CV_64F.

Member Function Documentation

◆ fromPtr()

static KalmanFilter OpenCVForUnity.VideoModule.KalmanFilter.__fromPtr__ ( IntPtr addr )

static

◆ correct()

Mat OpenCVForUnity.VideoModule.KalmanFilter.correct ( Mat measurement )

Updates the predicted state from the measurement.

Parameters

measurement The measured system parameters

◆ Dispose()

override void OpenCVForUnity.VideoModule.KalmanFilter.Dispose ( bool disposing )

protectedvirtual

Reimplemented from OpenCVForUnity.DisposableOpenCVObject.

◆ get_controlMatrix()

Mat OpenCVForUnity.VideoModule.KalmanFilter.get_controlMatrix ( )

◆ get_errorCovPost()

Mat OpenCVForUnity.VideoModule.KalmanFilter.get_errorCovPost ( )

◆ get_errorCovPre()

Mat OpenCVForUnity.VideoModule.KalmanFilter.get_errorCovPre ( )

◆ get_gain()

Mat OpenCVForUnity.VideoModule.KalmanFilter.get_gain ( )

◆ get_measurementMatrix()

Mat OpenCVForUnity.VideoModule.KalmanFilter.get_measurementMatrix ( )

◆ get_measurementNoiseCov()

Mat OpenCVForUnity.VideoModule.KalmanFilter.get_measurementNoiseCov ( )

◆ get_processNoiseCov()

Mat OpenCVForUnity.VideoModule.KalmanFilter.get_processNoiseCov ( )

◆ get_statePost()

Mat OpenCVForUnity.VideoModule.KalmanFilter.get_statePost ( )

◆ get_statePre()

Mat OpenCVForUnity.VideoModule.KalmanFilter.get_statePre ( )

◆ get_transitionMatrix()

Mat OpenCVForUnity.VideoModule.KalmanFilter.get_transitionMatrix ( )

◆ getNativeObjAddr()

IntPtr OpenCVForUnity.VideoModule.KalmanFilter.getNativeObjAddr ( )

◆ predict() [1/2]

Mat OpenCVForUnity.VideoModule.KalmanFilter.predict ( Mat control )

Computes a predicted state.

Parameters

control The optional input control

◆ predict() [2/2]

Mat OpenCVForUnity.VideoModule.KalmanFilter.predict ( )

Computes a predicted state.

Parameters

control The optional input control

◆ set_controlMatrix()

void OpenCVForUnity.VideoModule.KalmanFilter.set_controlMatrix ( Mat controlMatrix )

◆ set_errorCovPost()

void OpenCVForUnity.VideoModule.KalmanFilter.set_errorCovPost ( Mat errorCovPost )

◆ set_errorCovPre()

void OpenCVForUnity.VideoModule.KalmanFilter.set_errorCovPre ( Mat errorCovPre )

◆ set_gain()

void OpenCVForUnity.VideoModule.KalmanFilter.set_gain ( Mat gain )

◆ set_measurementMatrix()

void OpenCVForUnity.VideoModule.KalmanFilter.set_measurementMatrix ( Mat measurementMatrix )

◆ set_measurementNoiseCov()

void OpenCVForUnity.VideoModule.KalmanFilter.set_measurementNoiseCov ( Mat measurementNoiseCov )

◆ set_processNoiseCov()

void OpenCVForUnity.VideoModule.KalmanFilter.set_processNoiseCov ( Mat processNoiseCov )

◆ set_statePost()

void OpenCVForUnity.VideoModule.KalmanFilter.set_statePost ( Mat statePost )

◆ set_statePre()

void OpenCVForUnity.VideoModule.KalmanFilter.set_statePre ( Mat statePre )

◆ set_transitionMatrix()

void OpenCVForUnity.VideoModule.KalmanFilter.set_transitionMatrix ( Mat transitionMatrix )

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

OpenCVForUnity/Assets/OpenCVForUnity/org/opencv/video/KalmanFilter.cs

Public Member Functions

Static Public Member Functions

Protected Member Functions

Additional Inherited Members

Detailed Description

Constructor & Destructor Documentation

◆ KalmanFilter() [1/4]

◆ KalmanFilter() [2/4]

◆ KalmanFilter() [3/4]

◆ KalmanFilter() [4/4]

Member Function Documentation

◆ __fromPtr__()

◆ correct()

◆ Dispose()

◆ get_controlMatrix()

◆ get_errorCovPost()

◆ get_errorCovPre()

◆ get_gain()

◆ get_measurementMatrix()

◆ get_measurementNoiseCov()

◆ get_processNoiseCov()

◆ get_statePost()

◆ get_statePre()

◆ get_transitionMatrix()

◆ getNativeObjAddr()

◆ predict() [1/2]

◆ predict() [2/2]

◆ set_controlMatrix()

◆ set_errorCovPost()

◆ set_errorCovPre()

◆ set_gain()

◆ set_measurementMatrix()

◆ set_measurementNoiseCov()

◆ set_processNoiseCov()

◆ set_statePost()

◆ set_statePre()

◆ set_transitionMatrix()

◆ fromPtr()