OpenCV  5.0.0alpha
Open Source Computer Vision
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cv::cuda::SparsePyrLKOpticalFlow Class Referenceabstract

Class used for calculating a sparse optical flow. More...

#include <opencv2/cudaoptflow.hpp>

Collaboration diagram for cv::cuda::SparsePyrLKOpticalFlow:

Public Member Functions

virtual int getMaxLevel () const =0
 
virtual int getNumIters () const =0
 
virtual bool getUseInitialFlow () const =0
 
virtual Size getWinSize () const =0
 
virtual void setMaxLevel (int maxLevel)=0
 
virtual void setNumIters (int iters)=0
 
virtual void setUseInitialFlow (bool useInitialFlow)=0
 
virtual void setWinSize (Size winSize)=0
 
- Public Member Functions inherited from cv::cuda::SparseOpticalFlow
virtual void calc (InputArray prevImg, InputArray nextImg, InputArray prevPts, InputOutputArray nextPts, OutputArray status, OutputArray err=cv::noArray(), Stream &stream=Stream::Null())=0
 Calculates a sparse optical flow.
 
- 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
 

Static Public Member Functions

static Ptr< cuda::SparsePyrLKOpticalFlowcreate (Size winSize=Size(21, 21), int maxLevel=3, int iters=30, bool useInitialFlow=false)
 
- Static Public Member Functions inherited from cv::Algorithm
template<typename _Tp >
static Ptr< _Tpload (const String &filename, const String &objname=String())
 Loads algorithm from the file.
 
template<typename _Tp >
static Ptr< _TploadFromString (const String &strModel, const String &objname=String())
 Loads algorithm from a String.
 
template<typename _Tp >
static Ptr< _Tpread (const FileNode &fn)
 Reads algorithm from the file node.
 

Additional Inherited Members

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

Detailed Description

Class used for calculating a sparse optical flow.

The class can calculate an optical flow for a sparse feature set using the iterative Lucas-Kanade method with pyramids.

See also
calcOpticalFlowPyrLK
Note
  • An example of the Lucas Kanade optical flow algorithm can be found at opencv_source_code/samples/gpu/pyrlk_optical_flow.cpp

Member Function Documentation

◆ create()

static Ptr< cuda::SparsePyrLKOpticalFlow > cv::cuda::SparsePyrLKOpticalFlow::create ( Size winSize = Size(21, 21),
int maxLevel = 3,
int iters = 30,
bool useInitialFlow = false )
static

◆ getMaxLevel()

virtual int cv::cuda::SparsePyrLKOpticalFlow::getMaxLevel ( ) const
pure virtual

◆ getNumIters()

virtual int cv::cuda::SparsePyrLKOpticalFlow::getNumIters ( ) const
pure virtual

◆ getUseInitialFlow()

virtual bool cv::cuda::SparsePyrLKOpticalFlow::getUseInitialFlow ( ) const
pure virtual

◆ getWinSize()

virtual Size cv::cuda::SparsePyrLKOpticalFlow::getWinSize ( ) const
pure virtual

◆ setMaxLevel()

virtual void cv::cuda::SparsePyrLKOpticalFlow::setMaxLevel ( int maxLevel)
pure virtual

◆ setNumIters()

virtual void cv::cuda::SparsePyrLKOpticalFlow::setNumIters ( int iters)
pure virtual

◆ setUseInitialFlow()

virtual void cv::cuda::SparsePyrLKOpticalFlow::setUseInitialFlow ( bool useInitialFlow)
pure virtual

◆ setWinSize()

virtual void cv::cuda::SparsePyrLKOpticalFlow::setWinSize ( Size winSize)
pure virtual

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