cv::TrackerMIL Class Reference

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

#include <tracking.hpp>

Inheritance diagram for cv::TrackerMIL:

Classes
struct	Params

Public Member Functions
virtual	~TrackerMIL () CV_OVERRIDE
Public Member Functions inherited from cv::Tracker
virtual	~Tracker ()
virtual CV_WRAP void	init (InputArray image, const Rect &boundingBox)=0
	Initialize the tracker with a known bounding box that surrounded the target.
virtual CV_WRAP bool	update (InputArray image, CV_OUT Rect &boundingBox)=0
	Update the tracker, find the new most likely bounding box for the target.

Static Public Member Functions
static CV_WRAP Ptr< TrackerMIL >	create (const TrackerMIL::Params &parameters=TrackerMIL::Params())
	Create MIL tracker instance.

Protected Member Functions
	TrackerMIL ()
Protected Member Functions inherited from cv::Tracker
	Tracker ()

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 [MIL] .

Original code can be found here http://vision.ucsd.edu/~bbabenko/project_miltrack.shtml

Constructor & Destructor Documentation

TrackerMIL()

cv::TrackerMIL::TrackerMIL ( )

protected

~TrackerMIL()

virtual cv::TrackerMIL::~TrackerMIL ( )

virtual

Member Function Documentation

create()

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

static

Create MIL tracker instance.

Parameters

parameters

MIL parameters TrackerMIL::Params

---

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

• build/release/_deps/opencv-src/include/opencv4/opencv2/video/tracking.hpp