The MIL algorithm trains a classifier in an online manner to separate the object from the background. More...

#include "tracker.hpp"

Inheritance diagram for cv::TrackerMIL:

Public Member Functions
virtual	~TrackerMIL ()

Public Member Functions inherited from cv::Tracker
virtual	~Tracker ()

bool	init (const Mat &image, const Rect2d &boundingBox)
	Initialize the tracker with a know bounding box that surrounding the target. More...

virtual void	read (const FileNode &fn)=0
	Reads algorithm parameters from a file storage. More...

bool	update (const Mat &image, Rect2d &boundingBox)
	Update the tracker, find the new most likely bounding box for the target. More...

virtual void	write (FileStorage &fs) const =0
	Stores algorithm parameters in a file storage. More...

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	save (const String &filename) const

Static Public Member Functions
static Ptr< TrackerMIL >	createTracker (const TrackerMIL::Params &parameters=TrackerMIL::Params())
	Constructor. More...

Static Public Member Functions inherited from cv::Tracker
static Ptr< Tracker >	create (const String &trackerType)
	Creates a tracker by its name. More...

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...

Additional Inherited Members
Protected Member Functions inherited from cv::Tracker
virtual bool	initImpl (const Mat &image, const Rect2d &boundingBox)=0

virtual bool	updateImpl (const Mat &image, Rect2d &boundingBox)=0

Protected Attributes inherited from cv::Tracker
Ptr< TrackerFeatureSet >	featureSet

bool	isInit

Ptr< TrackerModel >	model

Ptr< TrackerSampler >	sampler

Detailed Description

The MIL algorithm trains a classifier in an online manner to separate the object from the background.

Multiple Instance Learning avoids the drift problem for a robust tracking. The implementation is based on [6] .

Constructor & Destructor Documentation

virtual cv::TrackerMIL::~TrackerMIL ( )

inlinevirtual

static Ptr< TrackerMIL > cv::TrackerMIL::createTracker ( const TrackerMIL::Params & parameters = TrackerMIL::Params() )

static

Constructor.

Parameters

parameters MIL parameters TrackerMIL::Params

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

/Users/build/test/opencv_contrib/modules/tracking/include/opencv2/tracking/tracker.hpp