OpenCV  4.10.0-dev
Open Source Computer Vision
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Classes | Public Types | Public Member Functions | Static Public Member Functions | List of all members
cv::legacy::TrackerKCF Class Referenceabstract

the KCF (Kernelized Correlation Filter) tracker More...

#include <opencv2/tracking/tracking_legacy.hpp>

Collaboration diagram for cv::legacy::TrackerKCF:

Classes

struct  Params
 

Public Types

typedef enum cv::tracking::TrackerKCF::MODE MODE
 Feature type to be used in the tracking grayscale, colornames, compressed color-names The modes available now:
 

Public Member Functions

virtual ~TrackerKCF () CV_OVERRIDE
 
virtual void setFeatureExtractor (void(*)(const Mat, const Rect, Mat &), bool pca_func=false)=0
 
- Public Member Functions inherited from cv::legacy::Tracker
 Tracker ()
 
virtual ~Tracker () CV_OVERRIDE
 
bool init (InputArray image, const Rect2d &boundingBox)
 Initialize the tracker with a known bounding box that surrounded the target.
 
virtual void read (const FileNode &fn) CV_OVERRIDE=0
 Reads algorithm parameters from a file storage.
 
bool update (InputArray image, Rect2d &boundingBox)
 Update the tracker, find the new most likely bounding box for the target.
 
virtual void write (FileStorage &fs) const CV_OVERRIDE=0
 Stores algorithm parameters in a file storage.
 
- 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 save (const String &filename) const
 
void write (const Ptr< FileStorage > &fs, const String &name=String()) const
 
void write (FileStorage &fs, const String &name) const
 

Static Public Member Functions

static Ptr< legacy::TrackerKCFcreate ()
 
static Ptr< legacy::TrackerKCFcreate (const TrackerKCF::Params &parameters)
 Constructor.
 
- 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::legacy::Tracker
virtual bool initImpl (const Mat &image, const Rect2d &boundingBox)=0
 
virtual bool updateImpl (const Mat &image, Rect2d &boundingBox)=0
 
- Protected Member Functions inherited from cv::Algorithm
void writeFormat (FileStorage &fs) const
 
- Protected Attributes inherited from cv::legacy::Tracker
Ptr< TrackerContribFeatureSetfeatureSet
 
bool isInit
 
Ptr< TrackerModelmodel
 
Ptr< TrackerContribSamplersampler
 

Detailed Description

the KCF (Kernelized Correlation Filter) tracker

KCF is a novel tracking framework that utilizes properties of circulant matrix to enhance the processing speed. This tracking method is an implementation of [123] which is extended to KCF with color-names features ([64]). The original paper of KCF is available at http://www.robots.ox.ac.uk/~joao/publications/henriques_tpami2015.pdf as well as the matlab implementation. For more information about KCF with color-names features, please refer to http://www.cvl.isy.liu.se/research/objrec/visualtracking/colvistrack/index.html.

Member Typedef Documentation

◆ MODE

typedef enum cv::tracking::TrackerKCF::MODE cv::legacy::TrackerKCF::MODE

Feature type to be used in the tracking grayscale, colornames, compressed color-names The modes available now:

  • "GRAY" – Use grayscale values as the feature
  • "CN" – Color-names feature

Constructor & Destructor Documentation

◆ ~TrackerKCF()

virtual cv::legacy::TrackerKCF::~TrackerKCF ( )
inlinevirtual

Member Function Documentation

◆ create() [1/2]

static Ptr< legacy::TrackerKCF > cv::legacy::TrackerKCF::create ( )
static
Python:
cv.legacy.TrackerKCF.create() -> retval
cv.legacy.TrackerKCF_create() -> retval

◆ create() [2/2]

static Ptr< legacy::TrackerKCF > cv::legacy::TrackerKCF::create ( const TrackerKCF::Params parameters)
static
Python:
cv.legacy.TrackerKCF.create() -> retval
cv.legacy.TrackerKCF_create() -> retval

Constructor.

Parameters
parametersKCF parameters TrackerKCF::Params

◆ setFeatureExtractor()

virtual void cv::legacy::TrackerKCF::setFeatureExtractor ( void(*)(const Mat, const Rect, Mat &)  ,
bool  pca_func = false 
)
pure virtual

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