Class cv::detail::tracking::TrackerSamplerCSC#

TrackerSampler based on CSC (current state centered), used by [17] algorithm TrackerMIL.

#include <opencv2/video/detail/tracking.detail.hpp>

Collaboration diagram for cv::detail::tracking::TrackerSamplerCSC:

Public Types#

enum MODE {
    MODE_INIT_POS = 1,
    MODE_INIT_NEG = 2,
    MODE_TRACK_POS = 3,
    MODE_TRACK_NEG = 4,
    MODE_DETECT = 5
}

Public Member Functions#

Public Member Functions inherited from cv::detail::tracking::TrackerSamplerAlgorithm

Return	Name	Description
	`~TrackerSamplerAlgorithm()`
`bool`	`sampling(` `const Mat & image,` `const Rect & boundingBox,` `std::vector< Mat > & sample )`	Computes the regions starting from a position in an image.

Detailed Description#

TrackerSampler based on CSC (current state centered), used by [17] algorithm TrackerMIL.

Member Enumeration Documentation#

enum MODE

`MODE_INIT_POS`	mode for init positive samples
`MODE_INIT_NEG`	mode for init negative samples
`MODE_TRACK_POS`	mode for update positive samples
`MODE_TRACK_NEG`	mode for update negative samples
`MODE_DETECT`	mode for detect samples

Constructor & Destructor Documentation#

TrackerSamplerCSC()#

cv::detail::tracking::TrackerSamplerCSC::TrackerSamplerCSC(const TrackerSamplerCSC::Params & parameters = TrackerSamplerCSC::Params())

Constructor.

Parameters

parameters — TrackerSamplerCSC parameters TrackerSamplerCSC::Params

~TrackerSamplerCSC()#

cv::detail::tracking::TrackerSamplerCSC::~TrackerSamplerCSC()

Member Function Documentation#

sampling()#

bool cv::detail::tracking::TrackerSamplerCSC::sampling(
const Mat & image,
const Rect & boundingBox,
std::vector< Mat > & sample )

Computes the regions starting from a position in an image.

Return true if samples are computed, false otherwise

Parameters

image — The current frame
boundingBox — The bounding box from which regions can be calculated
sample — The computed samples [259] Fig. 1 variable Sk

setMode()#

void cv::detail::tracking::TrackerSamplerCSC::setMode(int samplingMode)

Set the sampling mode of TrackerSamplerCSC.

The modes are:

“MODE_INIT_POS = 1” for the positive sampling in initialization step
“MODE_INIT_NEG = 2” for the negative sampling in initialization step
“MODE_TRACK_POS = 3” for the positive sampling in update step
“MODE_TRACK_NEG = 4” for the negative sampling in update step
“MODE_DETECT = 5” for the sampling in detection step

Parameters

samplingMode — The sampling mode

sampleImage()#

std::vector< Mat > cv::detail::tracking::TrackerSamplerCSC::sampleImage(
const Mat & img,
int x,
int y,
int w,
int h,
float inrad,
float outrad = 0,
int maxnum = 1000000 )

Member Data Documentation#

mode#

int cv::detail::tracking::TrackerSamplerCSC::mode

params#

Params cv::detail::tracking::TrackerSamplerCSC::params

rng#

RNG cv::detail::tracking::TrackerSamplerCSC::rng

Source file#

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

opencv2/video/detail/tracking.detail.hpp