Base class for Super Resolution algorithms. More...

#include <opencv2/superres.hpp>

Collaboration diagram for cv::superres::SuperResolution:

Public Member Functions
virtual void	collectGarbage ()
	Clear all inner buffers.

virtual double	getAlpha () const =0
	Parameter of spacial distribution in Bilateral-TV.

virtual int	getBlurKernelSize () const =0
	Gaussian blur kernel size.

virtual double	getBlurSigma () const =0
	Gaussian blur sigma.

virtual int	getIterations () const =0
	Iterations count.

virtual int	getKernelSize () const =0
	Kernel size of Bilateral-TV filter.

virtual double	getLambda () const =0
	Weight parameter to balance data term and smoothness term.

virtual Ptr< cv::superres::DenseOpticalFlowExt >	getOpticalFlow () const =0
	Dense optical flow algorithm.

virtual int	getScale () const =0
	Scale factor.

virtual double	getTau () const =0
	Asymptotic value of steepest descent method.

virtual int	getTemporalAreaRadius () const =0
	Radius of the temporal search area.

void	nextFrame (OutputArray frame) CV_OVERRIDE
	Process next frame from input and return output result.

void	reset () CV_OVERRIDE

virtual void	setAlpha (double val)=0
	Parameter of spacial distribution in Bilateral-TV.

virtual void	setBlurKernelSize (int val)=0
	Gaussian blur kernel size.

virtual void	setBlurSigma (double val)=0
	Gaussian blur sigma.

void	setInput (const Ptr< FrameSource > &frameSource)
	Set input frame source for Super Resolution algorithm.

virtual void	setIterations (int val)=0
	Iterations count.

virtual void	setKernelSize (int val)=0
	Kernel size of Bilateral-TV filter.

virtual void	setLambda (double val)=0
	Weight parameter to balance data term and smoothness term.

virtual void	setOpticalFlow (const Ptr< cv::superres::DenseOpticalFlowExt > &val)=0
	Dense optical flow algorithm.

virtual void	setScale (int val)=0
	Scale factor.

virtual void	setTau (double val)=0
	Asymptotic value of steepest descent method.

virtual void	setTemporalAreaRadius (int val)=0
	Radius of the temporal search area.

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

virtual	~Algorithm ()

virtual void	clear ()
	Clears the algorithm state.

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

virtual String	getDefaultName () const

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

virtual void	save (const String &filename) const

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

void	write (FileStorage &fs, const String &name) const

Public Member Functions inherited from cv::superres::FrameSource
virtual	~FrameSource ()

Protected Member Functions
	SuperResolution ()

virtual void	initImpl (Ptr< FrameSource > &frameSource)=0

virtual void	processImpl (Ptr< FrameSource > &frameSource, OutputArray output)=0

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

Protected Attributes
bool	isUmat_

Additional Inherited Members
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.

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

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

Detailed Description

Base class for Super Resolution algorithms.

The class is only used to define the common interface for the whole family of Super Resolution algorithms.

Constructor & Destructor Documentation

◆ SuperResolution()

cv::superres::SuperResolution::SuperResolution ( )

protected

Member Function Documentation

◆ collectGarbage()

virtual void cv::superres::SuperResolution::collectGarbage ( )

virtual

Clear all inner buffers.

◆ getAlpha()

virtual double cv::superres::SuperResolution::getAlpha ( ) const

pure virtual

Parameter of spacial distribution in Bilateral-TV.

See also: setAlpha

◆ getBlurKernelSize()

virtual int cv::superres::SuperResolution::getBlurKernelSize ( ) const

pure virtual

Gaussian blur kernel size.

See also: setBlurKernelSize

◆ getBlurSigma()

virtual double cv::superres::SuperResolution::getBlurSigma ( ) const

pure virtual

Gaussian blur sigma.

See also: setBlurSigma

◆ getIterations()

virtual int cv::superres::SuperResolution::getIterations ( ) const

pure virtual

Iterations count.

See also: setIterations

◆ getKernelSize()

virtual int cv::superres::SuperResolution::getKernelSize ( ) const

pure virtual

Kernel size of Bilateral-TV filter.

See also: setKernelSize

◆ getLambda()

virtual double cv::superres::SuperResolution::getLambda ( ) const

pure virtual

Weight parameter to balance data term and smoothness term.

See also: setLambda

◆ getOpticalFlow()

virtual Ptr< cv::superres::DenseOpticalFlowExt > cv::superres::SuperResolution::getOpticalFlow ( ) const

pure virtual

Dense optical flow algorithm.

See also: setOpticalFlow

◆ getScale()

virtual int cv::superres::SuperResolution::getScale ( ) const

pure virtual

Scale factor.

See also: setScale

◆ getTau()

virtual double cv::superres::SuperResolution::getTau ( ) const

pure virtual

Asymptotic value of steepest descent method.

See also: setTau

◆ getTemporalAreaRadius()

virtual int cv::superres::SuperResolution::getTemporalAreaRadius ( ) const

pure virtual

Radius of the temporal search area.

See also: setTemporalAreaRadius

◆ initImpl()

virtual void cv::superres::SuperResolution::initImpl ( Ptr< FrameSource > & frameSource )

protectedpure virtual

◆ nextFrame()

void cv::superres::SuperResolution::nextFrame ( OutputArray frame )

virtual

Process next frame from input and return output result.

Parameters

frame Output result

Implements cv::superres::FrameSource.

◆ processImpl()

virtual void cv::superres::SuperResolution::processImpl	(	Ptr< FrameSource > &	frameSource,
		OutputArray	output )

protectedpure virtual

◆ reset()

void cv::superres::SuperResolution::reset ( )

virtual

Implements cv::superres::FrameSource.

◆ setAlpha()

virtual void cv::superres::SuperResolution::setAlpha ( double val )

pure virtual

Parameter of spacial distribution in Bilateral-TV.

See also: getAlpha

◆ setBlurKernelSize()

virtual void cv::superres::SuperResolution::setBlurKernelSize ( int val )

pure virtual

Gaussian blur kernel size.

See also: getBlurKernelSize

◆ setBlurSigma()

virtual void cv::superres::SuperResolution::setBlurSigma ( double val )

pure virtual

Gaussian blur sigma.

See also: getBlurSigma

◆ setInput()

void cv::superres::SuperResolution::setInput ( const Ptr< FrameSource > & frameSource )

Set input frame source for Super Resolution algorithm.

Parameters

frameSource Input frame source

◆ setIterations()

virtual void cv::superres::SuperResolution::setIterations ( int val )

pure virtual

Iterations count.

See also: getIterations

◆ setKernelSize()

virtual void cv::superres::SuperResolution::setKernelSize ( int val )

pure virtual

Kernel size of Bilateral-TV filter.

See also: getKernelSize

◆ setLambda()

virtual void cv::superres::SuperResolution::setLambda ( double val )

pure virtual

Weight parameter to balance data term and smoothness term.

See also: getLambda

◆ setOpticalFlow()

virtual void cv::superres::SuperResolution::setOpticalFlow ( const Ptr< cv::superres::DenseOpticalFlowExt > & val )

pure virtual

Dense optical flow algorithm.

See also: getOpticalFlow

◆ setScale()

virtual void cv::superres::SuperResolution::setScale ( int val )

pure virtual

Scale factor.

See also: getScale

◆ setTau()

virtual void cv::superres::SuperResolution::setTau ( double val )

pure virtual

Asymptotic value of steepest descent method.

See also: getTau

◆ setTemporalAreaRadius()

virtual void cv::superres::SuperResolution::setTemporalAreaRadius ( int val )

pure virtual

Radius of the temporal search area.

See also: getTemporalAreaRadius

Member Data Documentation

◆ isUmat_

bool cv::superres::SuperResolution::isUmat_

protected

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

opencv2/superres.hpp

Public Member Functions

Protected Member Functions

Protected Attributes

Additional Inherited Members

Detailed Description

Constructor & Destructor Documentation

◆ SuperResolution()

Member Function Documentation

◆ collectGarbage()

◆ getAlpha()

◆ getBlurKernelSize()

◆ getBlurSigma()

◆ getIterations()

◆ getKernelSize()

◆ getLambda()

◆ getOpticalFlow()

◆ getScale()

◆ getTau()

◆ getTemporalAreaRadius()

◆ initImpl()

◆ nextFrame()

◆ processImpl()

◆ reset()

◆ setAlpha()

◆ setBlurKernelSize()

◆ setBlurSigma()

◆ setInput()

◆ setIterations()

◆ setKernelSize()

◆ setLambda()

◆ setOpticalFlow()

◆ setScale()

◆ setTau()

◆ setTemporalAreaRadius()

Member Data Documentation

◆ isUmat_