OpenCV_4.2.0/opencv_contrib-4.2.0/modules/tracking/samples/tutorial_multitracker.cpp

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2024-07-25 16:47:56 +08:00
/*----------------------------------------------
* Usage:
* example_tracking_multitracker <video_name> [algorithm]
*
* example:
* example_tracking_multitracker Bolt/img/%04d.jpg
* example_tracking_multitracker faceocc2.webm KCF
*--------------------------------------------------*/
#include <opencv2/core/utility.hpp>
#include <opencv2/tracking.hpp>
#include <opencv2/videoio.hpp>
#include <opencv2/highgui.hpp>
#include <iostream>
#include <cstring>
#include <ctime>
#include "samples_utility.hpp"
using namespace std;
using namespace cv;
int main( int argc, char** argv ){
// show help
if(argc<2){
cout<<
" Usage: example_tracking_multitracker <video_name> [algorithm]\n"
" examples:\n"
" example_tracking_multitracker Bolt/img/%04d.jpg\n"
" example_tracking_multitracker faceocc2.webm MEDIANFLOW\n"
<< endl;
return 0;
}
// set the default tracking algorithm
std::string trackingAlg = "KCF";
// set the tracking algorithm from parameter
if(argc>2)
trackingAlg = argv[2];
// create the tracker
//! [create]
MultiTracker trackers;
//! [create]
// container of the tracked objects
//! [roi]
vector<Rect2d> objects;
//! [roi]
// set input video
std::string video = argv[1];
VideoCapture cap(video);
Mat frame;
// get bounding box
cap >> frame;
//! [selectmulti]
vector<Rect> ROIs;
selectROIs("tracker",frame,ROIs);
//! [selectmulti]
//quit when the tracked object(s) is not provided
if(ROIs.size()<1)
return 0;
// initialize the tracker
//! [init]
std::vector<Ptr<Tracker> > algorithms;
for (size_t i = 0; i < ROIs.size(); i++)
{
algorithms.push_back(createTrackerByName(trackingAlg));
objects.push_back(ROIs[i]);
}
trackers.add(algorithms,frame,objects);
//! [init]
// do the tracking
printf("Start the tracking process, press ESC to quit.\n");
for ( ;; ){
// get frame from the video
cap >> frame;
// stop the program if no more images
if(frame.rows==0 || frame.cols==0)
break;
//update the tracking result
//! [update]
trackers.update(frame);
//! [update]
//! [result]
// draw the tracked object
for(unsigned i=0;i<trackers.getObjects().size();i++)
rectangle( frame, trackers.getObjects()[i], Scalar( 255, 0, 0 ), 2, 1 );
//! [result]
// show image with the tracked object
imshow("tracker",frame);
//quit on ESC button
if(waitKey(1)==27)break;
}
}